Yuval Elovici - RankMe

577 papers A* 33A 23B 29C 29Misc 13Journal 350Unranked 89

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Addressing key challenges of adversarial attacks and defenses in the tabular domain: A methodological framework for coherence and consistency. Appl. Soft Comput. Yael Itzhakev, Amit Giloni, Yuval Elovici, Asaf Shabtai
2026	J	`jnl`	AgentGuardian: Learning Access Control Policies to Govern AI Agent Behavior. CoRR Nadya Abaev, Denis Klimov, Gerard Levinov, David Mimran, Yuval Elovici, Asaf Shabtai
2026	J	`jnl`	From Tool Orchestration to Code Execution: A Study of MCP Design Choices. CoRR Yuval Felendler, Parth Atulbhai Gandhi, Idan Habler, Yuval Elovici, Asaf Shabtai
2026	A	`conf`	ImpReSS: Designing and Evaluating a Lightweight Implicit Recommender System in Conversational Support Agents. IUI Omri Haller, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2026	J	`jnl`	Peacock: UEFI Firmware Runtime Observability Layer for Detection and Response. CoRR Hadar Cochavi Gorelik, Orel Fadlon, Denis Klimov, Oleg Brodt, Asaf Shabtai, Yuval Elovici
2026	J	`jnl`	Provably Protecting Fine-Tuned LLMs from Training Data Extraction. CoRR Tom Segal, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025	J	`jnl`	A Privacy Enhancing Technique to Evade Detection by Street Video Cameras Without Using Adversarial Accessories. CoRR Jacob Shams, Ben Nassi, Satoru Koda, Asaf Shabtai, Yuval Elovici
2025	—	`conf`	A Reproducible and Open-Source Testbed for Satellite Cybersecurity. ACM REP Roy Peled, Roee Idan, Tomer Cohen Galor, Ofir Chodeda, Eli Marcus, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	A Survey on Geolocation on the Internet. IEEE Commun. Surv. Tutorials Aviram Zilberman, Adi Offer, Bar Pincu, Yoni Glickshtein, Roi Kant, Oleg Brodt, Andikan Otung, Rami Puzis, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	ATAG: AI-Agent Application Threat Assessment with Attack Graphs. CoRR Parth Atulbhai Gandhi, Akansha Shukla, David Tayouri, Beni Ifland, Yuval Elovici, Rami Puzis, Asaf Shabtai
2025	J	`jnl`	Adversarial machine learning threat analysis and remediation in Open Radio Access Network (O-RAN). J. Netw. Comput. Appl. Edan Habler, Ron Bitton, Dan Avraham, Eitan Klevansky, Dudu Mimran, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	CORAL: Container Online Risk Assessment with Logical attack graphs. Comput. Secur. David Tayouri, Omri Sgan Cohen, Inbar Maimon, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	A	`conf`	CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants. ECAI Amit Finkman Noah, Avishag Shapira, Eden Bar-Kochva, Inbar Maimon, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	CyberShapley: Explanation, prioritization, and triage of cybersecurity alerts using informative graph representation. Comput. Secur. Alon Malach, Prasanna N. Wudali, Satoru Momiyama, Jun Furukawa, Toshinori Araki, Yuval Elovici, Asaf Shabtai
2025	—	`conf`	DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models. ACL (Findings) Ben Ganon, Alon Zolfi, Omer Hofman, Inderjeet Singh, Hisashi Kojima, Yuval Elovici, Asaf Shabtai
2025	A*	`conf`	DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation. AAAI Tom Segal, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	Detection of compromised functions in a serverless cloud environment. Comput. Secur. Lavi Ben-Shimol, Danielle Lavi, Eitan Klevansky, Oleg Brodt, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	A	`conf`	DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection. WACV Amit Giloni, Omer Hofman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2025	A*	`conf`	Gradient Inversion of Multimodal Models. ICML Omri Ben Hemo, Alon Zolfi, Oryan Yehezkel, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	ImpReSS: Implicit Recommender System for Support Conversations. CoRR Omri Haller, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	A*	`conf`	KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models. AAAI Yarin Yerushalmi Levi, Edita Grolman, Idan Yankelev, Amit Giloni, Omer Hofman, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis. CoRR Omri Sgan Cohen, Ehud Malul, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	A*	`conf`	LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI. WWW Yuval Schwartz, Lavi Ben-Shimol, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training Data. CoRR Eyal German, Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems. CoRR Ron Solomon, Yarin Yerushalmi Levi, Lior Vaknin, Eran Aizikovich, Amit Baras, Etai Ohana, Amit Giloni, Shamik Bose, Chiara Picardi, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	MIA-EPT: Membership Inference Attack via Error Prediction for Tabular Data. CoRR Eyal German, Daniel Samira, Yuval Elovici, Asaf Shabtai
2025	A	`conf`	Multi-Feature Membership Analysis for Tabular Regression Models: Towards Data Sovereignty. ECAI Yitschak Cahana, Ido Hersko, Noa Wegerhoff, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring. IEEE Trans. Cloud Comput. Lavi Ben-Shimol, Edita Grolman, Aviad Elyashar, Inbar Maimon, Dudu Mimran, Oleg Brodt, Martin Strassmann, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting. CoRR Elad Feldman, Jacob Shams, Dudi Biton, Alfred Chen, Shaoyuan Xie, Satoru Koda, Yisroel Mirsky, Asaf Shabtai, Yuval Elovici, Ben Nassi
2025	J	`jnl`	ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users. CoRR Shahaf David, Yair Meidan, Ido Hersko, Daniel Varnovitzky, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	A	`conf`	QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers. WACV Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	RAPID: Robust APT detection and investigation using context-aware deep learning. Comput. Networks Yonatan Amaru, Prasanna N. Wudali, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Real-World Adversarial Attacks on RF-Based Drone Detectors. CoRR Omer Gazit, Yael Itzhakev, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Robust Vulnerability Detection across Compilations: LLVM-IR vs. Assembly with Transformer Model. Proc. ACM Softw. Eng. Rony Shir, Priyanka Prakash Surve, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp. CoRR Eran Aizikovich, Dudu Mimran, Edita Grolman, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Rule-ATT&CK Mapper (RAM): Mapping SIEM Rules to TTPs Using LLMs. CoRR Prasanna N. Wudali, Moshe Kravchik, Ehud Malul, Parth Atulbhai Gandhi, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	RuleGenie: SIEM Detection Rule Set Optimization. CoRR Akansha Shukla, Parth Atulbhai Gandhi, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	SCyTAG: Scalable Cyber-Twin for Threat-Assessment Based on Attack Graphs. CoRR David Tayouri, Elad Duani, Abed Showgan, Ofir Manor, Ortal Lavi, Igor Podoski, Miro Ohana, Yuval Elovici, Andrés F. Murillo, Asaf Shabtai, Rami Puzis
2025	J	`jnl`	SHIELD: APT Detection and Intelligent Explanation Using LLM. CoRR Parth Atulbhai Gandhi, Prasanna N. Wudali, Yonatan Amaru, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	SoK: Cybersecurity Assessment of Humanoid Ecosystem. CoRR Priyanka Prakash Surve, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs. CoRR Eyal German, Sagiv Antebi, Daniel Samira, Asaf Shabtai, Yuval Elovici
2025	—	`conf`	Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack. EMNLP (Findings) Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack. CoRR Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	Threat impact analysis of man-in-the-middle attacks on delay-based geolocation on the internet. Comput. Networks Bar Pincu, Aviram Zilberman, Ilia Leibovich, Rami Puzis, Andikan Otung, Motoyoshi Sekiya, Yuval Elovici
2025	J	`jnl`	Toward practical human-interpretable explanations. Mach. Learn. Alon Malach, Amiel Meiseles, Ron Bitton, Satoru Momiyama, Toshinori Araki, Jun Furukawa, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Towards an End-to-End (E2E) Adversarial Learning and Application in the Physical World. CoRR Dudi Biton, Jacob Shams, Satoru Koda, Asaf Shabtai, Yuval Elovici, Ben Nassi
2025	J	`jnl`	Towards an End-to-End (E2E) Adversarial Learning and Application in the Physical World. J. Cybersecur. Priv. Dudi Biton, Jacob Shams, Satoru Koda, Asaf Shabtai, Yuval Elovici, Ben Nassi
2025	J	`jnl`	Training-Free Policy Violation Detection via Activation-Space Whitening in LLMs. CoRR Oren Rachmil, Roy Betser, Itay Gershon, Omer Hofman, Nitay Yakoby, Yuval Meron, Idan Yankelev, Asaf Shabtai, Yuval Elovici, Roman Vainshtein
2025	J	`jnl`	UEFI Memory Forensics: A Framework for UEFI Threat Analysis. CoRR Kalanit Suzan Segal, Hadar Cochavi Gorelik, Oleg Brodt, Yuval Elbahar, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Using image conversion techniques to detect adversarial examples in machine learning models for tabular data. Appl. Soft Comput. Zahi Kapri, Edita Grolman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	VPN-Encrypted Network Traffic Classification Using a Time-Series Approach. IEEE Trans. Netw. Serv. Manag. Jaidip Kotak, Idan Yankelev, Idan Bibi, Yuval Elovici, Asaf Shabtai
2025	A*	`conf`	Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models. CVPR Daniel Samira, Edan Habler, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	Addressing Key Challenges of Adversarial Attacks and Defenses in the Tabular Domain: A Methodological Framework for Coherence and Consistency. CoRR Yael Itzhakev, Amit Giloni, Yuval Elovici, Asaf Shabtai
2024	—	`conf`	AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems. ECCV (75) Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	AnoMili: Spoofing Hardening and Explainable Anomaly Detection for the 1553 Military Avionic Bus. IEEE Trans. Aerosp. Electron. Syst. Efrat Levy, Nadav Maman, Asaf Shabtai, Yuval Elovici
2024	J	`jnl`	BENN: Bias Estimation Using a Deep Neural Network. IEEE Trans. Neural Networks Learn. Syst. Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes. CoRR Fred Matanel Grabovski, Lior Yasur, Guy Amit, Yuval Elovici, Yisroel Mirsky
2024	J	`jnl`	CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants. CoRR Amit Finkman, Eden Bar-Kochva, Avishag Shapira, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	DIESEL - Dynamic Inference-Guidance via Evasion of Semantic Embeddings in LLMs. CoRR Ben Ganon, Alon Zolfi, Omer Hofman, Inderjeet Singh, Hisashi Kojima, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation. CoRR Tom Segal, Asaf Shabtai, Yuval Elovici
2024	A	`conf`	DataDetective: Dataset Watermarking for Leaker Identification in ML Training. ECAI Noa Wegerhoff, Avishag Shapira, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers. CoRR Oryan Yehezkel, Alon Zolfi, Amit Baras, Yuval Elovici, Asaf Shabtai
2024	A*	`conf`	DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms. NeurIPS Oryan Yehezkel, Alon Zolfi, Amit Baras, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	Detection of Compromised Functions in a Serverless Cloud Environment. CoRR Danielle Lavi, Oleg Brodt, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	Enhancing Energy Sector Resilience: Integrating Security by Design Principles. CoRR Dov Shirtz, Inna Koberman, Aviad Elyashar, Rami Puzis, Yuval Elovici
2024	J	`jnl`	GPT in Sheep's Clothing: The Risk of Customized GPTs. CoRR Sagiv Antebi, Noam Azulay, Edan Habler, Ben Ganon, Asaf Shabtai, Yuval Elovici
2024	J	`jnl`	GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration. CoRR Beni Ifland, Elad Duani, Rubin Krief, Miro Ohana, Aviram Zilberman, Andrés F. Murillo, Ofir Manor, Ortal Lavi, Hikichi Kenji, Asaf Shabtai, Yuval Elovici, Rami Puzis
2024	J	`jnl`	GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation. CoRR Ehud Malul, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2024	A	`conf`	Green Security: A Framework for Measurement and Optimization of Energy Consumption of Cybersecurity Solutions. EuroS&P Sagi Brudni, Sapir Anidgar, Oleg Brodt, Dudu Mimran, Asaf Shabtai, Yuval Elovici
2024	J	`jnl`	LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI. CoRR Yuval Schwartz, Lavi Ben-Shimol, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	OSSIntegrity: Collaborative open-source code integrity verification. Comput. Secur. Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring. CoRR Lavi Ben-Shimol, Edita Grolman, Aviad Elyashar, Inbar Maimon, Dudu Mimran, Oleg Brodt, Martin Strassmann, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2024	B	`conf`	Query-Based External Information Leakage Attacks on Face Recognition Models. IJCNN Edita Grolman, Amit Giloni, Ryuta Kremer, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Asaf Shabtai, Yuval Elovici
2024	J	`jnl`	RAPID: Robust APT Detection and Investigation Using Context-Aware Deep Learning. CoRR Yonatan Amaru, Prasanna N. Wudali, Yuval Elovici, Asaf Shabtai
2024	J	`jnl`	Ranking the Transferability of Adversarial Examples. ACM Trans. Intell. Syst. Technol. Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
2024	B	`conf`	SMART: Serverless Module Analysis and Recognition Technique for Managed Applications. CCGrid Adi Ashkenazi, Edita Grolman, Aviad Elyashar, Dudu Mimran, Oleg Brodt, Yuval Elovici, Asaf Shabtai
2024	B	`conf`	STFL: Utilizing a Semi-Supervised, Transfer-Learning, Federated-Learning Approach to Detect Phishing URL Attacks. IJCNN Ido Sakazi, Edita Grolman, Yuval Elovici, Asaf Shabtai
2024	Misc	`conf`	Secure Crowdsource-Based Open-Source Code Verification (SC)^2V. SAC Mor Nahum, Edita Grolman, Inbar Maimon, Dudu Mimran, Oleg Brodt, Aviad Elyashar, Yuval Elovici, Asaf Shabtai
2024	—	`conf`	The Security of Deep Learning Defenses in Medical Imaging. HealthSec@CCS Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
2024	Misc	`conf`	Universal Adversarial Attack Against Speaker Recognition Models. ICASSP Shoham Hanina, Alon Zolfi, Yuval Elovici, Asaf Shabtai
2024	A*	`conf`	Video-Based Cryptanalysis: Extracting Cryptographic Keys from Video Footage of a Device's Power LED Captured by Standard Video Cameras. SP Ben Nassi, Etay Iluz, Or Hai Cohen, Ofek Vayner, Dudi Nassi, Boris Zadov, Yuval Elovici
2024	A*	`conf`	Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models. NeurIPS Nitzan Bitton Guetta, Aviv Slobodkin, Aviya Maimon, Eliya Habba, Royi Rassin, Yonatan Bitton, Idan Szpektor, Amir Globerson, Yuval Elovici
2024	J	`jnl`	Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models. CoRR Nitzan Bitton Guetta, Aviv Slobodkin, Aviya Maimon, Eliya Habba, Royi Rassin, Yonatan Bitton, Idan Szpektor, Amir Globerson, Yuval Elovici
2024	J	`jnl`	X-Detect: explainable adversarial patch detection for object detectors in retail. Mach. Learn. Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2024	A*	`conf`	YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection. CVPR Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	Adversarial Attacks Against IoT Identification Systems. IEEE Internet Things J. Jaidip Kotak, Yuval Elovici
2023	J	`jnl`	Attack Hypotheses Generation Based on Threat Intelligence Knowledge Graph. IEEE Trans. Dependable Secur. Comput. Florian Klaus Kaiser, Uriel Dardik, Aviad Elitzur, Polina Zilberman, Nir Daniel, Marcus Wiens, Frank Schultmann, Yuval Elovici, Rami Puzis
2023	A*	`conf`	Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images. ICCV Nitzan Bitton Guetta, Yonatan Bitton, Jack Hessel, Ludwig Schmidt, Yuval Elovici, Gabriel Stanovsky, Roy Schwartz
2023	J	`jnl`	Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images. CoRR Nitzan Bitton Guetta, Yonatan Bitton, Jack Hessel, Ludwig Schmidt, Yuval Elovici, Gabriel Stanovsky, Roy Schwartz
2023	J	`jnl`	CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals. IEEE Trans. Inf. Forensics Secur. Efrat Levy, Asaf Shabtai, Bogdan Groza, Pal-Stefan Murvay, Yuval Elovici
2023	—	`conf`	CDGeB: Cloud Data Geolocation Benchmark. CCSW@CCS Adi Offer, Aviram Zilberman, Asaf Shabtai, Yuval Elovici, Rami Puzis
2023	J	`jnl`	Detecting Anomalous Network Communication Patterns Using Graph Convolutional Networks. CoRR Yizhak Vaisman, Gilad Katz, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	Evaluating the Cybersecurity Risk of Real-world, Machine Learning Production Systems. ACM Comput. Surv. Ron Bitton, Nadav Maman, Inderjeet Singh, Satoru Momiyama, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	Evaluating the Security of Satellite Systems. CoRR Roy Peled, Eran Aizikovich, Edan Habler, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	FRAUDability: Estimating Users' Susceptibility to Financial Fraud Using Adversarial Machine Learning. CoRR Chen Doytshman, Satoru Momiyama, Inderjeet Singh, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	How Polynomial Regression Improves DeNATing. IEEE Trans. Netw. Serv. Manag. Ari Adler, Lior Bass, Yuval Elovici, Rami Puzis
2023	J	`jnl`	IC-SECURE: Intelligent System for Assisting Security Experts in Generating Playbooks for Automated Incident Response. CoRR Ryuta Kremer, Prasanna N. Wudali, Satoru Momiyama, Toshinori Araki, Jun Furukawa, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	Information Security Threats and Working from Home Culture: Taxonomy, Risk Assessment and Solutions. Sensors Jaidip Kotak, Edan Habler, Oleg Brodt, Asaf Shabtai, Yuval Elovici
2023	J	`jnl`	IoT Device Identification Based on Network Communication Analysis Using Deep Learning. CoRR Jaidip Kotak, Yuval Elovici
2023	J	`jnl`	IoT device identification based on network communication analysis using deep learning. J. Ambient Intell. Humaniz. Comput. Jaidip Kotak, Yuval Elovici
2023	C	`conf`	Large-Scale Shill Bidder Detection in E-commerce. IDEAS Michael Fire, Rami Puzis, Dima Kagan, Yuval Elovici
2023	A*	`conf`	Optical Cryptanalysis: Recovering Cryptographic Keys from Power LED Light Fluctuations. CCS Ben Nassi, Ofek Vayner, Etay Iluz, Dudi Nassi, Jan Jancar, Daniel Genkin, Eran Tromer, Boris Zadov, Yuval Elovici
2023	J	`jnl`	Optical Cryptanalysis: Recovering Cryptographic Keys from Power LED Light Fluctuations. IACR Cryptol. ePrint Arch. Ben Nassi, Ofek Vayner, Etay Iluz, Dudi Nassi, Or Hai Cohen, Jan Jancar, Daniel Genkin, Eran Tromer, Boris Zadov, Yuval Elovici
2023	B	`conf`	Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey. IJCNN Satoru Koda, Alon Zolfi, Edita Grolman, Asaf Shabtai, Ikuya Morikawa, Yuval Elovici
2023	J	`jnl`	Protecting Autonomous Cars from Phantom Attacks. Commun. ACM Ben Nassi, Yisroel Mirsky, Jacob Shams, Raz Ben-Netanel, Dudi Nassi, Yuval Elovici
2023	J	`jnl`	QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers. CoRR Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai
2023	C	`conf`	Risk Oriented Resource Allocation in Robotic Swarm. PST Yakov Mallah, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	SoK: Security Below the OS - A Security Analysis of UEFI. CoRR Priyanka Prakash Surve, Oleg Brodt, Mark Yampolskiy, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	Sweep-to-Unlock: Fingerprinting Smartphones Based on Loudspeaker Roll-Off Characteristics. IEEE Trans. Mob. Comput. Adriana Berdich, Bogdan Groza, René Mayrhofer, Efrat Levy, Asaf Shabtai, Yuval Elovici
2023	—	`conf`	The Adversarial Implications of Variable-Time Inference. AISec@CCS Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi
2023	J	`jnl`	The Adversarial Implications of Variable-Time Inference. CoRR Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi
2023	—	`conf`	The Little Seal Bug: Optical Sound Recovery from Lightweight Reflective Objects. SP (Workshops) Ben Nassi, Raz Swissa, Jacob Shams, Boris Zadov, Yuval Elovici
2023	J	`jnl`	The Threat of Offensive AI to Organizations. Comput. Secur. Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Gelei Deng, Liu Yang, Xiangyu Zhang, Maura Pintor, Wenke Lee, Yuval Elovici, Battista Biggio
2023	J	`jnl`	Video-Based Cryptanalysis: Extracting Cryptographic Keys from Video Footage of a Device's Power LED. IACR Cryptol. ePrint Arch. Ben Nassi, Etay Iluz, Danny Cohen-Or, Ofek Vayner, Dudi Nassi, Boris Zadov, Yuval Elovici
2023	J	`jnl`	X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail. CoRR Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2022	B	`conf`	3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. SMARTCOMP Nachiket Tapas, Sofia Belikovetsky, Francesco Longo, Antonio Puliafito, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists' Perspective. J. Digit. Imaging Tom Mahler, Erez Shalom, Arnon Makori, Yuval Elovici, Yuval Shahar
2022	J	`jnl`	A dual-layer context-based architecture for the detection of anomalous instructions sent to medical devices. Artif. Intell. Medicine Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar
2022	J	`jnl`	Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain. ACM Comput. Surv. Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2022	J	`jnl`	Adversarial Machine Learning Threat Analysis in Open Radio Access Networks. CoRR Ron Bitton, Dan Avraham, Eitan Klevansky, Dudu Mimran, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2022	—	`conf`	Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Models. ECML/PKDD (3) Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	AnoMili: Spoofing Prevention and Explainable Anomaly Detection for the 1553 Military Avionic Bus. CoRR Efrat Levy, Nadav Maman, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	Attacking Object Detector Using A Universal Targeted Label-Switch Patch. CoRR Avishag Shapira, Ron Bitton, Dan Avraham, Alon Zolfi, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	Enhancing real-world adversarial patches through 3D modeling of complex target scenes. Neurocomputing Yael Mathov, Lior Rokach, Yuval Elovici
2022	J	`jnl`	Evaluating the Security of Open Radio Access Networks. CoRR Dudu Mimran, Ron Bitton, Yehonatan Kfir, Eitan Klevansky, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks. IEEE Trans. Dependable Secur. Comput. Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome. CoRR Efrat Levy, Ben Nassi, Raz Swissa, Yuval Elovici
2022	B	`conf`	FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data. ICPR Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai
2022	A	`conf`	Fair and accurate age prediction using distribution aware data curation and augmentation. WACV Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	Fingerprinting Smartphones Based on Microphone Characteristics From Environment Affected Recordings. IEEE Access Adriana Berdich, Bogdan Groza, Efrat Levy, Asaf Shabtai, Yuval Elovici, René Mayrhofer
2022	J	`jnl`	HADES-IoT: A Practical and Effective Host-Based Anomaly Detection System for IoT Devices (Extended Version). IEEE Internet Things J. Dominik Breitenbacher, Ivan Homoliak, Yan Lin Aung, Yuval Elovici, Nils Ole Tippenhauer
2022	A	`conf`	HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter. UMAP Edita Grolman, Hodaya Binyamini, Asaf Shabtai, Yuval Elovici, Ikuya Morikawa, Toshiya Shimizu
2022	A*	`conf`	Lamphone: Passive Sound Recovery from a Desk Lamp's Light Bulb Vibrations. USENIX Security Symposium Ben Nassi, Yaron Pirutin, Raz Swisa, Adi Shamir, Yuval Elovici, Boris Zadov
2022	J	`jnl`	Large-Scale Shill Bidder Detection in E-commerce. CoRR Michael Fire, Rami Puzis, Dima Kagan, Yuval Elovici
2022	J	`jnl`	Latent SHAP: Toward Practical Human-Interpretable Explanations. CoRR Ron Bitton, Alon Malach, Amiel Meiseles, Satoru Momiyama, Toshinori Araki, Jun Furukawa, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	Not all datasets are born equal: On heterogeneous tabular data and adversarial examples. Knowl. Based Syst. Yael Mathov, Eden Levy, Ziv Katzir, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	Optical Speech Recovery From Desktop Speakers. Computer Ben Nassi, Yaron Pirutin, Jacob Shams, Raz Swissa, Yuval Elovici, Boris Zadov
2022	—	`conf`	PanoptiCANs - Adversary-Resilient Architectures for Controller Area Networks. ESORICS (3) Bogdan Groza, Lucian Popa, Tudor Andreica, Pal-Stefan Murvay, Asaf Shabtai, Yuval Elovici
2022	B	`conf`	Prioritizing Antivirus Alerts on Internal Enterprise Machines. DIMVA Shay Sakazi, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks. Sensors Shai Cohen, Efrat Levy, Avi Shaked, Tair Cohen, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	Security of Open Radio Access Networks. Comput. Secur. Dudu Mimran, Ron Bitton, Yehonatan Kfir, Eitan Klevansky, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai
2022	J	`jnl`	Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision Models. CoRR Jacob Shams, Ben Nassi, Ikuya Morikawa, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	Stop bugging me! Evading modern-day wiretapping using adversarial perturbations. Comput. Secur. Yael Mathov, Tal Ben Senior, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. IEEE Trans. Inf. Forensics Secur. Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
2022	J	`jnl`	The Little Seal Bug: Optical Sound Recovery from Lightweight Reflective Objects. IACR Cryptol. ePrint Arch. Ben Nassi, Ras Swissa, Yuval Elovici, Boris Zadov
2022	J	`jnl`	The Security of Deep Learning Defences for Medical Imaging. CoRR Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky
2022	J	`jnl`	Toward Scalable and Unified Example-Based Explanation and Outlier Detection. IEEE Trans. Image Process. Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
2022	J	`jnl`	Towards the Detection of GPS Spoofing Attacks against Drones by Analyzing Camera's Video Stream. Sensors Barak Davidovich, Ben Nassi, Yuval Elovici
2022	J	`jnl`	Transferability Ranking of Adversarial Examples. CoRR Moshe Levy, Yuval Elovici, Yisroel Mirsky
2022	J	`jnl`	VISAS - Detecting GPS spoofing attacks against drones by analyzing camera's video stream. CoRR Barak Davidovich, Ben Nassi, Yuval Elovici
2022	J	`jnl`	Virtual Breathalyzer: Towards the Detection of Intoxication Using Motion Sensors of Commercial Wearable Devices. Sensors Ben Nassi, Jacob Shams, Lior Rokach, Yuval Elovici
2022	A*	`conf`	WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models. NeurIPS Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz
2022	J	`jnl`	WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models. CoRR Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz
2022	J	`jnl`	YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection. CoRR Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
2022	—	`conf`	bAdvertisement: Attacking Advanced Driver-Assistance Systems Using Print Advertisements. EuroS&P Workshops Ben Nassi, Jacob Shams, Raz Ben-Netanel, Yuval Elovici
2022	J	`jnl`	bAdvertisement: Attacking Advanced Driver-Assistance Systems Using Print Advertisements. CoRR Ben Nassi, Jacob Shams, Raz Ben-Netanel, Yuval Elovici
2021	J	`jnl`	A Framework for Evaluating the Cybersecurity Risk of Real World, Machine Learning Production Systems. CoRR Ron Bitton, Nadav Maman, Inderjeet Singh, Satoru Momiyama, Yuval Elovici, Asaf Shabtai
2021	A*	`conf`	A Framework for Modeling Cyber Attack Techniques from Security Vulnerability Descriptions. KDD Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
2021	J	`jnl`	A Self-Healing Mechanism for Internet of Things Devices. IEEE Secur. Priv. Guy Amit, Asaf Shabtai, Yuval Elovici
2021	—	`ed.`	AMSec '21: Proceedings of the 2021 Workshop on Additive Manufacturing (3D Printing) Security, Virtual Event, Republic of Korea, 19 November 2021 AMSec@CCS Mark Yampolskiy, Yuval Elovici, Moti Yung
2021	J	`jnl`	Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models. CoRR Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai
2021	J	`jnl`	CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals. CoRR Efrat Levy, Asaf Shabtai, Bogdan Groza, Pal-Stefan Murvay, Yuval Elovici
2021	A*	`conf`	CANARY - a reactive defense mechanism for Controller Area Networks based on Active RelaYs. USENIX Security Symposium Bogdan Groza, Lucian Popa, Pal-Stefan Murvay, Yuval Elovici, Asaf Shabtai
2021	J	`jnl`	Detecting Spying Drones. IEEE Secur. Priv. Raz Ben-Netanel, Ben Nassi, Adi Shamir, Yuval Elovici
2021	J	`jnl`	Dodging Attack Using Carefully Crafted Natural Makeup. CoRR Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici
2021	A	`conf`	Encryption is Futile: Reconstructing 3D-Printed Models Using the Power Side-Channel. RAID Jacob Gatlin, Sofia Belikovetsky, Yuval Elovici, Anthony Skjellum, Joshua Lubell, Paul Witherell, Mark Yampolskiy
2021	J	`jnl`	Enhancing Real-World Adversarial Patches with 3D Modeling Techniques. CoRR Yael Mathov, Lior Rokach, Yuval Elovici
2021	B	`conf`	FOOD: Fast Out-Of-Distribution Detector. IJCNN Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
2021	—	`conf`	Game of Drones - Detecting Spying Drones Using Time Domain Analysis. CSCML Ben Nassi, Raz Ben-Netanel, Adi Shamir, Yuval Elovici
2021	A*	`conf`	Glowworm Attack: Optical TEMPEST Sound Recovery via a Device's Power Indicator LED. CCS Ben Nassi, Yaron Pirutin, Tomer Cohen Galor, Yuval Elovici, Boris Zadov
2021	J	`jnl`	Glowworm Attack: Optical TEMPEST Sound Recovery via a Device's Power Indicator LED. IACR Cryptol. ePrint Arch. Ben Nassi, Yaron Pirutin, Tomer Cohen Galor, Yuval Elovici, Boris Zadov
2021	J	`jnl`	Gradients Cannot Be Tamed: Behind the Impossible Paradox of Blocking Targeted Adversarial Attacks. IEEE Trans. Neural Networks Learn. Syst. Ziv Katzir, Yuval Elovici
2021	A	`conf`	Heuristic Approach for Countermeasure Selection Using Attack Graphs. CSF Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
2021	A*	`conf`	POSTER: Recovering Songs from a Hanging Light Bulb. CCS Ben Nassi, Yaron Pirutin, Raz Swissa, Adi Shamir, Yuval Elovici, Boris Zadov
2021	B	`conf`	Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis. IJCNN Ori Or-Meir, Aviad Cohen, Yuval Elovici, Lior Rokach, Nir Nissim
2021	J	`jnl`	RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks. CoRR Shai Cohen, Efrat Levy, Avi Shaked, Tair Cohen, Yuval Elovici, Asaf Shabtai
2021	B	`conf`	Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants. IJCNN Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2021	A*	`conf`	SoK: Security and Privacy in the Age of Commercial Drones. SP Ben Nassi, Ron Bitton, Ryusuke Masuoka, Asaf Shabtai, Yuval Elovici
2021	J	`jnl`	TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. CoRR Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici
2021	—	`conf`	Taking over the Stock Market: Adversarial Perturbations Against Algorithmic Traders. ECML/PKDD (4) Elior Nehemya, Yael Mathov, Asaf Shabtai, Yuval Elovici
2021	J	`jnl`	The Threat of Offensive AI to Organizations. CoRR Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Gelei Deng, Liu Yang, Xiangyu Zhang, Wenke Lee, Yuval Elovici, Battista Biggio
2021	A*	`conf`	The Translucent Patch: A Physical and Universal Attack on Object Detectors. CVPR Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai
2021	J	`jnl`	Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples. CoRR Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
2021	J	`jnl`	Who's Afraid of Adversarial Transferability? CoRR Ziv Katzir, Yuval Elovici
2020	B	`conf`	A Dual-Layer Architecture for the Protection of Medical Devices from Anomalous Instructions. AIME Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar
2020	J	`jnl`	A New Methodology for Information Security Risk Assessment for Medical Devices and Its Evaluation. CoRR Tom Mahler, Yuval Elovici, Yuval Shahar
2020	J	`jnl`	A novel approach for detecting vulnerable IoT devices connected behind a home NAT. Comput. Secur. Yair Meidan, Vinay Sachidananda, Hongyi Peng, Racheli Sagron, Yuval Elovici, Asaf Shabtai
2020	J	`jnl`	ATHAFI: Agile Threat Hunting And Forensic Investigation. CoRR Rami Puzis, Polina Zilberman, Yuval Elovici
2020	B	`conf`	Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers. ICPR Yi Xiang Marcus Tan, Yuval Elovici, Alexander Binder
2020	J	`jnl`	Adversarial Learning in the Cyber Security Domain. CoRR Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2020	J	`jnl`	An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions. CoRR Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
2020	J	`jnl`	Autosploit: A Fully Automated Framework for Evaluating the Exploitability of Security Vulnerabilities. CoRR Noam Moscovich, Ron Bitton, Yakov Mallah, Masaki Inokuchi, Tomohiko Yagyu, Meir Kalech, Yuval Elovici, Asaf Shabtai
2020	J	`jnl`	BENN: Bias Estimation Using Deep Neural Network. CoRR Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai
2020	J	`jnl`	BRIGHTNESS: Leaking Sensitive Data from Air-Gapped Workstations via Screen Brightness. CoRR Mordechai Guri, Dima Bykhovsky, Yuval Elovici
2020	J	`jnl`	Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers. CoRR Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	Botnet IND: About Botnets of Botless IoT Devices. IACR Cryptol. ePrint Arch. Ben Nassi, Yair Meidan, Dudi Nassi, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	CardiWall: A Trusted Firewall for the Detection of Malicious Clinical Programming of Cardiac Implantable Electronic Devices. IEEE Access Matan Kintzlinger, Aviad Cohen, Nir Nissim, Moshe Rav-Acha, Vladimir Khalameizer, Yuval Elovici, Yuval Shahar, Amos Katz
2020	—	`conf`	DANTE: A Framework for Mining and Monitoring Darknet Traffic. ESORICS (1) Dvir Cohen, Yisroel Mirsky, Manuel Kamp, Tobias Martin, Yuval Elovici, Rami Puzis, Asaf Shabtai
2020	J	`jnl`	DANTE: A framework for mining and monitoring darknet traffic. CoRR Dvir Cohen, Yisroel Mirsky, Yuval Elovici, Rami Puzis, Manuel Kamp, Tobias Martin, Asaf Shabtai
2020	J	`jnl`	Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments. Neural Networks Daniel Nahmias, Aviad Cohen, Nir Nissim, Yuval Elovici
2020	J	`jnl`	Deja vu from the SVM Era: Example-based Explanations with Outlier Detection. CoRR Penny Chong, Yuval Elovici, Alexander Binder
2020	J	`jnl`	Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity. CoRR Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Yuval Elovici, Alexander Binder
2020	J	`jnl`	Dynamic Adversarial Patch for Evading Object Detection Models. CoRR Shahar Hoory, Tzvika Shapira, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems. CoRR Yushi Cao, David Berend, Palina Tolmach, Moshe Levy, Guy Amit, Asaf Shabtai, Yuval Elovici, Yang Liu
2020	J	`jnl`	Fansmitter: Acoustic data exfiltration from air-Gapped computers via fans noise. Comput. Secur. Mordechai Guri, Yosef A. Solewicz, Yuval Elovici
2020	J	`jnl`	GLOD: Gaussian Likelihood Out of Distribution Detector. CoRR Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici
2020	A	`conf`	Helix: DGA Domain Embeddings for Tracking and Exploring Botnets. CIKM Lior Sidi, Yisroel Mirsky, Asaf Nadler, Yuval Elovici, Asaf Shabtai
2020	J	`jnl`	Intrusion Detection System for the MIL-STD-1553 Communication Bus. IEEE Trans. Aerosp. Electron. Syst. Orly Stan, Adi Cohen, Yuval Elovici, Asaf Shabtai
2020	Misc	`conf`	IoT Device Identification Using Deep Learning. CISIS Jaidip Kotak, Yuval Elovici
2020	J	`jnl`	IoT Device Identification Using Deep Learning. CoRR Jaidip Kotak, Yuval Elovici
2020	J	`jnl`	Lamphone: Real-Time Passive Sound Recovery from Light Bulb Vibrations. IACR Cryptol. ePrint Arch. Ben Nassi, Yaron Pirutin, Adi Shamir, Yuval Elovici, Boris Zadov
2020	J	`jnl`	Lightweight Collaborative Anomaly Detection for the IoT using Blockchain. CoRR Yisroel Mirsky, Tomer Golomb, Yuval Elovici
2020	J	`jnl`	Lightweight collaborative anomaly detection for the IoT using blockchain. J. Parallel Distributed Comput. Yisroel Mirsky, Tomer Golomb, Yuval Elovici
2020	J	`jnl`	MalJPEG: Machine Learning Based Solution for the Detection of Malicious JPEG Images. IEEE Access Aviad Cohen, Nir Nissim, Yuval Elovici
2020	J	`jnl`	Neural Network Representation Control: Gaussian Isolation Machines and CVC Regularization. CoRR Guy Amit, Ishai Rosenberg, Moshe Levy, Ron Bitton, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	Not All Datasets Are Born Equal: On Heterogeneous Data and Adversarial Examples. CoRR Eden Levy, Yael Mathov, Ziv Katzir, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	ODINI: Escaping Sensitive Data From Faraday-Caged, Air-Gapped Computers via Magnetic Fields. IEEE Trans. Inf. Forensics Secur. Mordechai Guri, Boris Zadov, Yuval Elovici
2020	Misc	`conf`	OVER: overhauling vulnerability detection for iot through an adaptable and automated static analysis framework. SAC Vinay Sachidananda, Suhas Bhairav, Yuval Elovici
2020	J	`jnl`	PALE: Time Bounded Practical Agile Leader Election. IEEE Trans. Parallel Distributed Syst. Bronislav Sidik, Rami Puzis, Polina Zilberman, Yuval Elovici
2020	J	`jnl`	Phantom of the ADAS: Phantom Attacks on Driver-Assistance Systems. IACR Cryptol. ePrint Arch. Ben Nassi, Dudi Nassi, Raz Ben-Netanel, Yisroel Mirsky, Oleg Drokin, Yuval Elovici
2020	A*	`conf`	Phantom of the ADAS: Securing Advanced Driver-Assistance Systems from Split-Second Phantom Attacks. CCS Ben Nassi, Yisroel Mirsky, Dudi Nassi, Raz Ben-Netanel, Oleg Drokin, Yuval Elovici
2020	J	`jnl`	PowerHammer: Exfiltrating Data From Air-Gapped Computers Through Power Lines. IEEE Trans. Inf. Forensics Secur. Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici
2020	A	`conf`	Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers. ACSAC Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2020	—	`conf`	Security Ranking of IoT Devices Using an AHP Model. CSCML Shachar Siboni, Chanan Glezer, Rami Puzis, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	Speaker-to-speaker covert ultrasonic communication. J. Inf. Secur. Appl. Mordechai Guri, Yosef A. Solewicz, Yuval Elovici
2020	J	`jnl`	Spoofing Attack on Ultrasonic Distance Sensors Using a Continuous Signal. Sensors Tomer Gluck, Moshe Kravchik, Samuel Chocron, Yuval Elovici, Asaf Shabtai
2020	J	`jnl`	Stop Bugging Me! Evading Modern-Day Wiretapping Using Adversarial Perturbations. CoRR Tal Ben Senior, Yael Mathov, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	The Age of Testifying Wearable Devices: The Case of Intoxication Detection. IACR Cryptol. ePrint Arch. Ben Nassi, Lior Rokach, Yuval Elovici
2020	J	`jnl`	The Security of IP-Based Video Surveillance Systems. Sensors Naor Kalbo, Yisroel Mirsky, Asaf Shabtai, Yuval Elovici
2020	J	`jnl`	The Translucent Patch: A Physical and Universal Attack on Object Detectors. CoRR Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai
2020	J	`jnl`	User Authentication Based on Mouse Dynamics Using Deep Neural Networks: A Comprehensive Study. IEEE Trans. Inf. Forensics Secur. Penny Chong, Yuval Elovici, Alexander Binder
2020	J	`jnl`	When Bots Take Over the Stock Market: Evasion Attacks Against Algorithmic Traders. CoRR Elior Nehemya, Yael Mathov, Asaf Shabtai, Yuval Elovici
2019	J	`jnl`	3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. CoRR Sofia Belikovetsky, Oded Leiba, Asaf Shabtai, Yuval Elovici
2019	B	`conf`	A Neural Attention Model for Real-Time Network Intrusion Detection. LCN Mengxuan Tan, Alfonso Iacovazzi, Ngai-Man Cheung, Yuval Elovici
2019	—	`conf`	A Weighted Risk Score Model for IoT Devices. SpaCCS Workshops Shachar Siboni, Chanan Glezer, Asaf Shabtai, Yuval Elovici
2019	A*	`conf`	AISec'19: 12th ACM Workshop on Artificial Intelligence and Security. CCS Sadia Afroz, Battista Biggio, Nicholas Carlini, Yuval Elovici, Asaf Shabtai
2019	B	`conf`	Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics. IJCNN Yi Xiang Marcus Tan, Alfonso Iacovazzi, Ivan Homoliak, Yuval Elovici, Alexander Binder
2019	J	`jnl`	Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics. CoRR Yi Xiang Marcus Tan, Alfonso Iacovazzi, Ivan Homoliak, Yuval Elovici, Alexander Binder
2019	A*	`conf`	CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning. USENIX Security Symposium Yisroel Mirsky, Tom Mahler, Ilan Shelef, Yuval Elovici
2019	J	`jnl`	CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning. CoRR Yisroel Mirsky, Tom Mahler, Ilan Shelef, Yuval Elovici
2019	—	`conf`	CTRL-ALT-LED: Leaking Data from Air-Gapped Computers Via Keyboard LEDs. COMPSAC (1) Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici
2019	J	`jnl`	CTRL-ALT-LED: Leaking Data from Air-Gapped Computers via Keyboard LEDs. CoRR Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici
2019	J	`jnl`	Challenges for Security Assessment of Enterprises in the IoT Era. CoRR Yael Mathov, Noga Agmon, Asaf Shabtai, Rami Puzis, Nils Ole Tippenhauer, Yuval Elovici
2019	J	`jnl`	Defense Methods Against Adversarial Examples for Recurrent Neural Networks. CoRR Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2019	A	`conf`	Design Procedure of Knowledge Base for Practical Attack Graph Generation. AsiaCCS Masaki Inokuchi, Yoshinobu Ohta, Shunichi Kinoshita, Tomohiko Yagyu, Orly Stan, Ron Bitton, Yuval Elovici, Asaf Shabtai
2019	B	`conf`	Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces. IJCNN Ziv Katzir, Yuval Elovici
2019	J	`jnl`	Detecting Sabotage Attacks in Additive Manufacturing Using Actuator Power Signatures. IEEE Access Jacob Gatlin, Sofia Belikovetsky, Samuel Bennett Moore, Yosef A. Solewicz, Yuval Elovici, Mark Yampolskiy
2019	—	`conf`	Detection of Threats to IoT Devices using Scalable VPN-forwarded Honeypots. CODASPY Amit Tambe, Yan Lin Aung, Ragav Sridharan, Martín Ochoa, Nils Ole Tippenhauer, Asaf Shabtai, Yuval Elovici
2019	J	`jnl`	Digital Audio Signature for 3D Printing Integrity. IEEE Trans. Inf. Forensics Secur. Sofia Belikovetsky, Yosef A. Solewicz, Mark Yampolskiy, Jinghui Toh, Yuval Elovici
2019	A*	`conf`	Drones' Cryptanalysis - Smashing Cryptography with a Flicker. IEEE Symposium on Security and Privacy Ben Nassi, Raz Ben-Netanel, Adi Shamir, Yuval Elovici
2019	J	`jnl`	Dynamic Malware Analysis in the Modern Era - A State of the Art Survey. ACM Comput. Surv. Ori Or-Meir, Nir Nissim, Yuval Elovici, Lior Rokach
2019	J	`jnl`	Exploring the Back Alleys: Analysing The Robustness of Alternative Neural Network Architectures against Adversarial Attacks. CoRR Yi Xiang Marcus Tan, Yuval Elovici, Alexander Binder
2019	J	`jnl`	Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks. CoRR Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Yoshiyuki Yamada, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
2019	J	`jnl`	HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices (Extended Version). CoRR Dominik Breitenbacher, Ivan Homoliak, Yan Lin Aung, Nils Ole Tippenhauer, Yuval Elovici
2019	A	`conf`	HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices. AsiaCCS Dominik Breitenbacher, Ivan Homoliak, Yan Lin Aung, Nils Ole Tippenhauer, Yuval Elovici
2019	J	`jnl`	Heuristic Approach Towards Countermeasure Selection using Attack Graphs. CoRR Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
2019	J	`jnl`	Improving the effectiveness of intrusion detection systems for hierarchical data. Knowl. Based Syst. Ran Yahalom, Alon Steren, Yonatan Nameri, Maxim Roytman, Angel Porgador, Yuval Elovici
2019	J	`jnl`	Insight Into Insiders and IT: A Survey of Insider Threat Taxonomies, Analysis, Modeling, and Countermeasures. ACM Comput. Surv. Ivan Homoliak, Flavio Toffalini, Juan Guarnizo, Yuval Elovici, Martín Ochoa
2019	J	`jnl`	Malboard: A novel user keystroke impersonation attack and trusted detection framework based on side-channel analysis. Comput. Secur. Nitzan Farhi, Nir Nissim, Yuval Elovici
2019	J	`jnl`	MobilBye: Attacking ADAS with Camera Spoofing. CoRR Dudi Nassi, Raz Ben-Netanel, Yuval Elovici, Ben Nassi
2019	—	`conf`	PIT: A Probe Into Internet of Things by Comprehensive Security Analysis. TrustCom/BigDataSE Vinay Sachidananda, Suhas Bhairav, Nirnay Ghosh, Yuval Elovici
2019	J	`jnl`	Privacy-Preserving Detection of IoT Devices Connected Behind a NAT in a Smart Home Setup. CoRR Yair Meidan, Vinay Sachidananda, Yuval Elovici, Asaf Shabtai
2019	—	`ed.`	Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, AISec@CCS 2019, London, UK, November 15, 2019. AISec@CCS Lorenzo Cavallaro, Johannes Kinder, Sadia Afroz, Battista Biggio, Nicholas Carlini, Yuval Elovici, Asaf Shabtai
2019	J	`jnl`	Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework. IEEE Access Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles
2019	—	`conf`	Security Analysis of Radar Systems. CPS-SPC@CCS Shai Cohen, Tomer Gluck, Yuval Elovici, Asaf Shabtai
2019	J	`jnl`	Security Testbed for Internet-of-Things Devices. IEEE Trans. Reliab. Shachar Siboni, Vinay Sachidananda, Yair Meidan, Michael Bohadana, Yael Mathov, Suhas Bhairav, Asaf Shabtai, Yuval Elovici
2019	—	`ed.`	Security and Safety Interplay of Intelligent Software Systems - ESORICS 2018 International Workshops, ISSA/CSITS@ESORICS 2018, Barcelona, Spain, September 6-7, 2018, Revised Selected Papers ISSA/CSITS@ESORICS Brahim Hamid, Barbara Gallina, Asaf Shabtai, Yuval Elovici, Joaquín García-Alfaro
2019	J	`jnl`	SoK - Security and Privacy in the Age of Drones: Threats, Challenges, Solution Mechanisms, and Scientific Gaps. CoRR Ben Nassi, Asaf Shabtai, Ryusuke Masuoka, Yuval Elovici
2019	J	`jnl`	SoftAuthZ: A Context-Aware, Behavior-Based Authorization Framework for Home IoT. IEEE Internet Things J. Nirnay Ghosh, Saket Chandra, Vinay Sachidananda, Yuval Elovici
2019	J	`jnl`	Spill the Beans: Extrospection of Internet of Things by Exploiting Denial of Service. EAI Endorsed Trans. Security Safety Vinay Sachidananda, Suhas Bhairav, Yuval Elovici
2019	J	`jnl`	TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs. CoRR Saeid Hosseini, Saeed Najafi Pour, Ngai-Man Cheung, Mohammad Reza Kangavari, Xiaofang Zhou, Yuval Elovici
2019	A	`conf`	The DUSTER Attack: Tor Onion Service Attribution Based on Flow Watermarking with Track Hiding. RAID Alfonso Iacovazzi, Daniel Frassinelli, Yuval Elovici
2019	J	`jnl`	The Security of IP-based Video Surveillance Systems. CoRR Naor Kalbo, Yisroel Mirsky, Asaf Shabtai, Yuval Elovici
2019	B	`conf`	TrustSign: Trusted Malware Signature Generation in Private Clouds Using Deep Feature Transfer Learning. IJCNN Daniel Nahmias, Aviad Cohen, Nir Nissim, Yuval Elovici
2019	J	`jnl`	Using malware for the greater good: Mitigating data leakage. J. Netw. Comput. Appl. Mordechai Guri, Rami Puzis, Kim-Kwang Raymond Choo, Sergey Rubinshtein, Gabi Kedma, Yuval Elovici
2019	J	`jnl`	Vesper: Using Echo Analysis to Detect Man-in-the-Middle Attacks in LANs. IEEE Trans. Inf. Forensics Secur. Yisroel Mirsky, Naor Kalbo, Yuval Elovici, Asaf Shabtai
2019	J	`jnl`	Volatile memory analysis using the MinHash method for efficient and secured detection of malware in private cloud. Comput. Secur. Nir Nissim, Omri Lahav, Aviad Cohen, Yuval Elovici, Lior Rokach
2019	J	`jnl`	Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn. CoRR Ziv Katzir, Yuval Elovici
2019	J	`jnl`	Xerox Day Vulnerability. IEEE Trans. Inf. Forensics Secur. Ben Nassi, Adi Shamir, Yuval Elovici
2018	A*	`conf`	11th International Workshop on Artificial Intelligence and Security (AISec 2018). CCS Sadia Afroz, Battista Biggio, Yuval Elovici, David Freeman, Asaf Shabtai
2018	Misc	`conf`	Anti-forensic = Suspicious: Detection of Stealthy Malware that Hides Its Network Traffic. SEC Mayank Agarwal, Rami Puzis, Jawad Haj-Yahya, Polina Zilberman, Yuval Elovici
2018	J	`jnl`	Bridgeware: the air-gap malware. Commun. ACM Mordechai Guri, Yuval Elovici
2018	J	`jnl`	CIoTA: Collaborative IoT Anomaly Detection via Blockchain. CoRR Tomer Golomb, Yisroel Mirsky, Yuval Elovici
2018	A*	`conf`	DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. ICDM Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici
2018	J	`jnl`	DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. CoRR Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici
2018	—	`conf`	Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation. ESORICS (1) Ron Bitton, Tomer Gluck, Orly Stan, Masaki Inokuchi, Yoshinobu Ohta, Yoshiyuki Yamada, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai
2018	J	`jnl`	Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces. CoRR Ziv Katzir, Yuval Elovici
2018	J	`jnl`	DropWat: An Invisible Network Flow Watermark for Data Exfiltration Traceback. IEEE Trans. Inf. Forensics Secur. Alfonso Iacovazzi, Sanat Sarda, Daniel Frassinelli, Yuval Elovici
2018	—	`conf`	Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. DASFAA (1) Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung, Kan Pak Leng, Yuval Elovici, Xiaofang Zhou
2018	J	`jnl`	Game of Drones - Detecting Streamed POI from Encrypted FPV Channel. CoRR Ben Nassi, Raz Ben-Netanel, Adi Shamir, Yuval Elovici
2018	A	`conf`	Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. RAID Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici
2018	J	`jnl`	Generic anomalous vertices detection utilizing a link prediction algorithm. Soc. Netw. Anal. Min. Dima Kagan, Yuval Elovici, Michael Fire
2018	J	`jnl`	Handwritten Signature Verification Using Wrist-Worn Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Alona Levy, Ben Nassi, Yuval Elovici, Erez Shmueli
2018	—	`ch.`	Incentives in Collaborative Applications. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Elina Yaakobovich, Rami Puzis, Yuval Elovici
2018	A*	`conf`	Inflow: Inverse Network Flow Watermarking for Detecting Hidden Servers. INFOCOM Alfonso Iacovazzi, Sanat Sarda, Yuval Elovici
2018	J	`jnl`	Insight into Insiders: A Survey of Insider Threat Taxonomies, Analysis, Modeling, and Countermeasures. CoRR Ivan Homoliak, Flavio Toffalini, Juan Guarnizo, Yuval Elovici, Martín Ochoa
2018	J	`jnl`	Introduction to the Special Issue on Data Mining for Cybersecurity. IEEE Intell. Syst. Nathalie Japkowicz, Yuval Elovici
2018	A*	`conf`	Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection. NDSS Yisroel Mirsky, Tomer Doitshman, Yuval Elovici, Asaf Shabtai
2018	J	`jnl`	Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection. CoRR Yisroel Mirsky, Tomer Doitshman, Yuval Elovici, Asaf Shabtai
2018	J	`jnl`	Know Your Enemy: Characteristics of Cyber-Attacks on Medical Imaging Devices. CoRR Tom Mahler, Nir Nissim, Erez Shalom, Israel Goldenberg, Guy Hasman, Arnon Makori, Itzik Kochav, Yuval Elovici, Yuval Shahar
2018	Misc	`conf`	Leaking data from enterprise networks using a compromised smartwatch device. SAC Shachar Siboni, Asaf Shabtai, Yuval Elovici
2018	—	`conf`	Liability Exposure when 3D-Printed Parts Fall from the Sky. Critical Infrastructure Protection Lynne Graves, Mark Yampolskiy, Wayne E. King, Sofia Belikovetsky, Yuval Elovici
2018	J	`jnl`	Low Resource Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. CoRR Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2018	J	`jnl`	MAGNETO: Covert Channel between Air-Gapped Systems and Nearby Smartphones via CPU-Generated Magnetic Fields. CoRR Mordechai Guri, Andrey Daidakulov, Yuval Elovici
2018	—	`conf`	MOSQUITO: Covert Ultrasonic Transmissions Between Two Air-Gapped Computers Using Speaker-to-Speaker Communication. DSC Mordechai Guri, Yosef A. Solewicz, Yuval Elovici
2018	J	`jnl`	MOSQUITO: Covert Ultrasonic Transmissions between Two Air-Gapped Computers using Speaker-to-Speaker Communication. CoRR Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici
2018	B	`conf`	Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis. MDM Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Yuval Elovici, Xiaofang Zhou
2018	—	`conf`	Mouse Authentication Without the Temporal Aspect - What Does a 2D-CNN Learn? IEEE Symposium on Security and Privacy Workshops Penny Chong, Yi Xiang Marcus Tan, Juan Guarnizo, Yuval Elovici, Alexander Binder
2018	J	`jnl`	N-BaIoT - Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders. IEEE Pervasive Comput. Yair Meidan, Michael Bohadana, Yael Mathov, Yisroel Mirsky, Asaf Shabtai, Dominik Breitenbacher, Yuval Elovici
2018	J	`jnl`	N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep Autoencoders. CoRR Yair Meidan, Michael Bohadana, Yael Mathov, Yisroel Mirsky, Dominik Breitenbacher, Asaf Shabtai, Yuval Elovici
2018	J	`jnl`	Novel set of general descriptive features for enhanced detection of malicious emails using machine learning methods. Expert Syst. Appl. Aviad Cohen, Nir Nissim, Yuval Elovici
2018	J	`jnl`	ODINI : Escaping Sensitive Data from Faraday-Caged, Air-Gapped Computers via Magnetic Fields. CoRR Mordechai Guri, Boris Zadov, Andrey Daidakulov, Yuval Elovici
2018	—	`conf`	On the Security of MIL-STD-1553 Communication Bus. ISSA/CSITS@ESORICS Orly Stan, Adi Cohen, Yuval Elovici, Asaf Shabtai
2018	—	`conf`	Out of Kilter: Holistic Exploitation of Denial of Service in Internet of Things. SecureComm (1) Suhas Setikere, Vinay Sachidananda, Yuval Elovici
2018	J	`jnl`	PALE: Partially Asynchronous Agile Leader Election. CoRR Bronislav Sidik, Rami Puzis, Polina Zilberman, Yuval Elovici
2018	J	`jnl`	PIDS - A Behavioral Framework for Analysis and Detection of Network Printer Attacks. CoRR Asaf Hecht, Adi Sagi, Yuval Elovici
2018	—	`conf`	PIDS: A Behavioral Framework for Analysis and Detection of Network Printer Attacks. MALWARE Asaf Hecht, Adi Sagi, Yuval Elovici
2018	J	`jnl`	Piping Botnet - Turning Green Technology into a Water Disaster. CoRR Ben Nassi, Moshe Sror, Ido Lavi, Yair Meidan, Asaf Shabtai, Yuval Elovici
2018	J	`jnl`	PowerHammer: Exfiltrating Data from Air-Gapped Computers through Power Lines. CoRR Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici
2018	—	`ed.`	Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, CCS 2018, Toronto, ON, Canada, October 19, 2018 AISec@CCS Sadia Afroz, Battista Biggio, Yuval Elovici, David Freeman, Asaf Shabtai
2018	J	`jnl`	Quantifying the resilience of machine learning classifiers used for cyber security. Expert Syst. Appl. Ziv Katzir, Yuval Elovici
2018	Misc	`conf`	Ransomware prevention using application authentication-based file access control. SAC Or Ami, Yuval Elovici, Danny Hendler
2018	J	`jnl`	Reverse Engineering IoT Devices: Effective Techniques and Methods. IEEE Internet Things J. Omer Shwartz, Yael Mathov, Michael Bohadana, Yuval Elovici, Yossi Oren
2018	C	`conf`	SMuF: State Machine Based Mutational Fuzzing Framework for Internet of Things. CRITIS Neeraj Karamchandani, Vinay Sachidananda, Suhas Setikere, Jianying Zhou, Yuval Elovici
2018	Misc	`conf`	Security Vulnerabilities of Unmanned Aerial Vehicles and Countermeasures: An Experimental Study. VLSID Vishal Dey, Vikramkumar Pudi, Anupam Chattopadhyay, Yuval Elovici
2018	—	`conf`	Session details: AI for Forensics. AISec@CCS Yuval Elovici
2018	J	`jnl`	Trusted system-calls analysis methodology aimed at detection of compromised virtual machines using sequential mining. Knowl. Based Syst. Nir Nissim, Yuval Lapidot, Aviad Cohen, Yuval Elovici
2018	J	`jnl`	Vesper: Using Echo-Analysis to Detect Man-in-the-Middle Attacks in LANs. CoRR Yisroel Mirsky, Naor Kalbo, Yuval Elovici, Asaf Shabtai
2018	C	`conf`	xLED: Covert Data Exfiltration from Air-Gapped Networks via Switch and Router LEDs. PST Mordechai Guri, Boris Zadov, Andrey Daidakulov, Yuval Elovici
2017	A	`conf`	9-1-1 DDoS: Attacks, Analysis and Mitigation. EuroS&P Mordechai Guri, Yisroel Mirsky, Yuval Elovici
2017	—	`conf`	A Lightweight Vulnerability Mitigation Framework for IoT Devices. IoT S&P@CCS Noy Hadar, Shachar Siboni, Yuval Elovici
2017	—	`conf`	A Proxy-Based Solution for Securiting Remote Desktop Connections in Mission-Critical Systems. HASE Ron Biton, Clint Feher, Yuval Elovici, Asaf Shabtai, Gaby Shugol, Raz Tikochinski, Shachar Kur
2017	J	`jnl`	ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology. IEEE Trans. Inf. Forensics Secur. Nir Nissim, Aviad Cohen, Yuval Elovici
2017	—	`conf`	Acoustic Data Exfiltration from Speakerless Air-Gapped Computers via Covert Hard-Drive Noise ('DiskFiltration'). ESORICS (2) Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici
2017	—	`conf`	Analyst intuition based Hidden Markov Model on high speed, temporal cyber security big data. ICNC-FSKD Teoh Teik Toe, Y. Y. Nguwi, Yuval Elovici, Ngai-Man Cheung, W. L. Ng
2017	—	`conf`	Analyst intuition inspired high velocity big data analysis using PCA ranked fuzzy k-means clustering with multi-layer perceptron (MLP) to obviate cyber security risk. ICNC-FSKD Teoh Teik Toe, Yue Zhang, Y. Y. Nguwi, Yuval Elovici, W. L. Ng
2017	J	`jnl`	Anomaly detection for smartphone data streams. Pervasive Mob. Comput. Yisroel Mirsky, Asaf Shabtai, Bracha Shapira, Yuval Elovici, Lior Rokach
2017	J	`jnl`	Bridging the Air Gap between Isolated Networks and Mobile Phones in a Practical Cyber-Attack. ACM Trans. Intell. Syst. Technol. Mordechai Guri, Matan Monitz, Yuval Elovici
2017	J	`jnl`	Creation and Management of Social Network Honeypots for Detecting Targeted Cyber Attacks. IEEE Trans. Comput. Soc. Syst. Abigail Paradise, Asaf Shabtai, Rami Puzis, Aviad Elyashar, Yuval Elovici, Mehran Roshandel, Christoph Peylo
2017	J	`jnl`	Cyber Security and the Role of Intelligent Systems in Addressing its Challenges. ACM Trans. Intell. Syst. Technol. Yaniv Harel, Irad Ben-Gal, Yuval Elovici
2017	Misc	`conf`	Cyber security patrol: detecting fake and vulnerable wifi-enabled printers. SAC Jinghui Toh, Muhammad Hatib, Omer Porzecanski, Yuval Elovici
2017	J	`jnl`	DROPWAT: an Invisible Network Flow Watermark for Data Exfiltration Traceback. CoRR Alfonso Iacovazzi, Sanat Sarda, Daniel Frassinelli, Yuval Elovici
2017	J	`jnl`	Detecting Cyber-Physical Attacks in Additive Manufacturing using Digital Audio Signing. CoRR Sofia Belikovetsky, Yosef A. Solewicz, Mark Yampolskiy, Jinghui Toh, Yuval Elovici
2017	J	`jnl`	Detection of Unauthorized IoT Devices Using Machine Learning Techniques. CoRR Yair Meidan, Michael Bohadana, Asaf Shabtai, Martín Ochoa, Nils Ole Tippenhauer, Juan David Guarnizo, Yuval Elovici
2017	Misc	`conf`	Enhanced situation space mining for data streams. SAC Yisroel Mirsky, Tal Halpern, Rishabh Upadhyay, Sivan Toledo, Yuval Elovici
2017	—	`conf`	Evaluation of Additive and Subtractive Manufacturing from the Security Perspective. Critical Infrastructure Protection Mark Yampolskiy, Wayne E. King, Gregory Pope, Sofia Belikovetsky, Yuval Elovici
2017	J	`jnl`	Generic Black-Box End-to-End Attack against RNNs and Other API Calls Based Malware Classifiers. CoRR Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici
2017	J	`jnl`	HVACKer: Bridging the Air-Gap by Attacking the Air Conditioning System. CoRR Yisroel Mirsky, Mordechai Guri, Yuval Elovici
2017	B	`conf`	How to Ensure Bad Quality in Metal Additive Manufacturing: In-Situ Infrared Thermography from the Security Perspective. ARES Andrew Slaughter, Mark Yampolskiy, Manyalibo Matthews, Wayne E. King, Gabe Guss, Yuval Elovici
2017	J	`jnl`	Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods. Artif. Intell. Medicine Nir Nissim, Yuval Shahar, Yuval Elovici, George Hripcsak, Robert Moskovitch
2017	B	`conf`	LED-it-GO: Leaking (A Lot of) Data from Air-Gapped Computers via the (Small) Hard Drive LED. DIMVA Mordechai Guri, Boris Zadov, Yuval Elovici
2017	J	`jnl`	LED-it-GO: Leaking (a lot of) Data from Air-Gapped Computers via the (small) Hard Drive LED. CoRR Mordechai Guri, Boris Zadov, Eran Atias, Yuval Elovici
2017	—	`conf`	Let the Cat Out of the Bag: A Holistic Approach Towards Security Analysis of the Internet of Things. IoTPTS@AsiaCCS Vinay Sachidananda, Shachar Siboni, Asaf Shabtai, Jinghui Toh, Suhas Bhairav, Yuval Elovici
2017	J	`jnl`	MindDesktop: a general purpose brain computer interface. CoRR Ori Ossmy, Ofir Tam, Rami Puzis, Lior Rokach, Ohad Inbar, Yuval Elovici
2017	J	`jnl`	Network Flow Watermarking: A Survey. IEEE Commun. Surv. Tutorials Alfonso Iacovazzi, Yuval Elovici
2017	J	`jnl`	On Network Footprint of Traffic Inspection and Filtering at Global Scrubbing Centers. IEEE Trans. Dependable Secur. Comput. Polina Zilberman, Rami Puzis, Yuval Elovici
2017	—	`conf`	On packet loss modeling: An empirical assessment. NOF Alfonso Iacovazzi, Daniel Frassinelli, Yuval Elovici
2017	J	`jnl`	Oops!...I think I scanned a malware. CoRR Ben Nassi, Adi Shamir, Yuval Elovici
2017	C	`conf`	Opening Pandora's Box: Effective Techniques for Reverse Engineering IoT Devices. CARDIS Omer Shwartz, Yael Mathov, Michael Bohadana, Yuval Elovici, Yossi Oren
2017	J	`jnl`	Power Consumption-based Detection of Sabotage Attacks in Additive Manufacturing. CoRR Samuel Bennett Moore, Jacob Gatlin, Sofia Belikovetsky, Mark Yampolskiy, Wayne E. King, Yuval Elovici
2017	Misc	`conf`	ProfilIoT: a machine learning approach for IoT device identification based on network traffic analysis. SAC Yair Meidan, Michael Bohadana, Asaf Shabtai, Juan David Guarnizo, Martín Ochoa, Nils Ole Tippenhauer, Yuval Elovici
2017	J	`jnl`	Protecting Military Avionics Platforms from Attacks on MIL-STD-1553 Communication Bus. CoRR Orly Stan, Yuval Elovici, Asaf Shabtai, Gaby Shugol, Raz Tikochinski, Shachar Kur
2017	—	`conf`	SIPHON: Towards Scalable High-Interaction Physical Honeypots. CPSS@AsiaCCS Juan David Guarnizo, Amit Tambe, Suman Sankar Bhunia, Martín Ochoa, Nils Ole Tippenhauer, Asaf Shabtai, Yuval Elovici
2017	J	`jnl`	SIPHON: Towards Scalable High-Interaction Physical Honeypots. CoRR Juan Guarnizo, Amit Tambe, Suman Sankar Bhunia, Martín Ochoa, Nils Ole Tippenhauer, Asaf Shabtai, Yuval Elovici
2017	—	`conf`	SPEAKE(a)R: Turn Speakers to Microphones for Fun and Profit. WOOT Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici
2017	—	`conf`	Scholarly Digital Libraries as a Platform for Malware Distribution. SG-CRC Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles
2017	J	`jnl`	Temporal Pattern Discovery for Accurate Sepsis Diagnosis in ICU Patients. CoRR Eitam Sheetrit, Nir Nissim, Denis Klimov, Lior Fuchs, Yuval Elovici, Yuval Shahar
2017	J	`jnl`	USB-based attacks. Comput. Secur. Nir Nissim, Ran Yahalom, Yuval Elovici
2017	J	`jnl`	aIR-Jumper: Covert Air-Gap Exfiltration/Infiltration via Security Cameras & Infrared (IR). CoRR Mordechai Guri, Dima Bykhovsky, Yuval Elovici
2017	—	`conf`	dr0wned - Cyber-Physical Attack with Additive Manufacturing. WOOT Sofia Belikovetsky, Mark Yampolskiy, Jinghui Toh, Jacob Gatlin, Yuval Elovici
2017	J	`jnl`	xLED: Covert Data Exfiltration from Air-Gapped Networks via Router LEDs. CoRR Mordechai Guri, Boris Zadov, Andrey Daidakulov, Yuval Elovici
2016	J	`jnl`	9-1-1 DDoS: Threat, Analysis and Mitigation. CoRR Mordechai Guri, Yisroel Mirsky, Yuval Elovici
2016	J	`jnl`	A model of the information security investment decision-making process. Comput. Secur. Daniel Dor, Yuval Elovici
2016	J	`jnl`	A particle swarm model for estimating reliability and scheduling system maintenance. Enterp. Inf. Syst. Rami Puzis, Dov Shirtz, Yuval Elovici
2016	J	`jnl`	ALDROID: efficient update of Android anti-virus software using designated active learning methods. Knowl. Inf. Syst. Nir Nissim, Robert Moskovitch, Oren Bar-Ad, Lior Rokach, Yuval Elovici
2016	J	`jnl`	Advanced Security Testbed Framework for Wearable IoT Devices. ACM Trans. Internet Techn. Shachar Siboni, Asaf Shabtai, Nils Ole Tippenhauer, Jemin Lee, Yuval Elovici
2016	C	`conf`	An optical covert-channel to leak data through an air-gap. PST Mordechai Guri, Ofer Hasson, Gabi Kedma, Yuval Elovici
2016	—	`conf`	AuthentIx: Detecting Anonymized Attacks via Automated Authenticity Profiling. FNSS Mordechai Guri, Matan Monitz, Yuval Elovici
2016	J	`jnl`	Behavioral Study of Users When Interacting with Active Honeytokens. ACM Trans. Inf. Syst. Secur. Asaf Shabtai, Maya Bercovitch, Lior Rokach, Ya'akov (Kobi) Gal, Yuval Elovici, Erez Shmueli
2016	J	`jnl`	DiskFiltration: Data Exfiltration from Speakerless Air-Gapped Computers via Covert Hard Drive Noise. CoRR Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici
2016	J	`jnl`	Fansmitter: Acoustic Data Exfiltration from (Speakerless) Air-Gapped Computers. CoRR Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici
2016	J	`jnl`	Guided socialbots: Infiltrating the social networks of specific organizations' employees. AI Commun. Aviad Elyashar, Michael Fire, Dima Kagan, Yuval Elovici
2016	J	`jnl`	Handwritten Signature Verification Using Hand-Worn Devices. CoRR Ben Nassi, Alona Levy, Yuval Elovici, Erez Shmueli
2016	J	`jnl`	Improving condition severity classification with an efficient active learning based framework. J. Biomed. Informatics Nir Nissim, Mary Regina Boland, Nicholas P. Tatonetti, Yuval Elovici, George Hripcsak, Yuval Shahar, Robert Moskovitch
2016	J	`jnl`	Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework. Secur. Informatics Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Matan Edri, Oren Bar-Ad, Yuval Elovici
2016	J	`jnl`	Matching entities across online social networks. Neurocomputing Olga Peled, Michael Fire, Lior Rokach, Yuval Elovici
2016	A*	`conf`	POSTER: Towards Exposing Internet of Things: A Roadmap. CCS Vinay Sachidananda, Jinghui Toh, Shachar Siboni, Asaf Shabtai, Yuval Elovici
2016	—	`conf`	Personal Information Leakage During Password Recovery of Internet Services. EISIC Mordechai Guri, Eyal Shemer, Dov Shirtz, Yuval Elovici
2016	J	`jnl`	Personal Information Leakage During Password Recovery of Internet Services. CoRR Mordechai Guri, Eyal Shemer, Dov Shirtz, Yuval Elovici
2016	J	`jnl`	SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods. Expert Syst. Appl. Aviad Cohen, Nir Nissim, Lior Rokach, Yuval Elovici
2016	J	`jnl`	SPEAKE(a)R: Turn Speakers to Microphones for Fun and Profit. CoRR Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici
2016	J	`jnl`	Security Testbed for the Internet of Things. CoRR Shachar Siboni, Vinay Sachidananda, Asaf Shabtai, Yuval Elovici
2016	—	`conf`	SherLock vs Moriarty: A Smartphone Dataset for Cybersecurity Research. AISec@CCS Yisroel Mirsky, Asaf Shabtai, Lior Rokach, Bracha Shapira, Yuval Elovici
2016	J	`jnl`	USBee: Air-Gap Covert-Channel via Electromagnetic Emission from USB. CoRR Mordechai Guri, Matan Monitz, Yuval Elovici
2016	C	`conf`	USBee: Air-gap covert-channel via electromagnetic emission from USB. PST Mordechai Guri, Matan Monitz, Yuval Elovici
2016	J	`jnl`	Unsupervised Anomalous Vertices Detection Utilizing Link Prediction Algorithms. CoRR Dima Kagan, Michael Fire, Yuval Elovici
2016	J	`jnl`	Virtual Breathalyzer. CoRR Ben Nassi, Lior Rokach, Yuval Elovici
2016	J	`jnl`	VisiSploit: An Optical Covert-Channel to Leak Data through an Air-Gap. CoRR Mordechai Guri, Ofer Hasson, Gabi Kedma, Yuval Elovici
2016	J	`jnl`	XML-AD: Detecting anomalous patterns in XML documents. Inf. Sci. Eitan Menahem, Alon Schclar, Lior Rokach, Yuval Elovici
2016	J	`jnl`	dr0wned - Cyber-Physical Attack with Additive Manufacturing. CoRR Sofia Belikovetsky, Mark Yampolskiy, Jinghui Toh, Yuval Elovici
2015	—	`ch.`	Active Discovery of Hidden Profiles in Social Networks Using Malware. Cyber Warfare Rami Puzis, Yuval Elovici
2015	B	`conf`	An Active Learning Framework for Efficient Condition Severity Classification. AIME Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak
2015	A	`conf`	BitWhisper: Covert Signaling Channel between Air-Gapped Computers Using Thermal Manipulations. CSF Mordechai Guri, Matan Monitz, Yisroel Mirski, Yuval Elovici
2015	J	`jnl`	BitWhisper: Covert Signaling Channel between Air-Gapped Computers using Thermal Manipulations. CoRR Mordechai Guri, Matan Monitz, Yisroel Mirski, Yuval Elovici
2015	C	`conf`	Boosting the Detection of Malicious Documents Using Designated Active Learning Methods. ICMLA Nir Nissim, Aviad Cohen, Yuval Elovici
2015	J	`jnl`	Data Mining of Online Genealogy Datasets for Revealing Lifespan Patterns in Human Population. ACM Trans. Intell. Syst. Technol. Michael Fire, Yuval Elovici
2015	J	`jnl`	Detection of malicious PDF files and directions for enhancements: A state-of-the art survey. Comput. Secur. Nir Nissim, Aviad Cohen, Chanan Glezer, Yuval Elovici
2015	J	`jnl`	Evaluation of Security Solutions for Android Systems. CoRR Asaf Shabtai, Dudu Mimran, Yuval Elovici
2015	A*	`conf`	GSMem: Data Exfiltration from Air-Gapped Computers over GSM Frequencies. USENIX Security Symposium Mordechai Guri, Assaf Kachlon, Ofer Hasson, Gabi Kedma, Yisroel Mirsky, Yuval Elovici
2015	—	`conf`	JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface. TrustCom/BigDataSE/ISPA (1) Mordechai Guri, Yuri Poliak, Bracha Shapira, Yuval Elovici
2015	J	`jnl`	JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface. CoRR Mordechai Guri, Yuri Poliak, Bracha Shapira, Yuval Elovici
2015	B	`conf`	Search Problems in the Domain of Multiplication: Case Study on Anomaly Detection Using Markov Chains. SOCS Yisroel Mirsky, Aviad Cohen, Roni Stern, Ariel Felner, Lior Rokach, Yuval Elovici, Bracha Shapira
2015	J	`jnl`	Topology manipulations for speeding betweenness centrality computation. J. Complex Networks Rami Puzis, Yuval Elovici, Polina Zilberman, Shlomi Dolev, Ulrik Brandes
2015	—	`conf`	pcStream: A Stream Clustering Algorithm for Dynamically Detecting and Managing Temporal Contexts. PAKDD (2) Yisroel Mirsky, Bracha Shapira, Lior Rokach, Yuval Elovici
2014	—	`conf`	ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files. JISIC Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Mattan Edry, Oren Bar-Ad, Yuval Elovici
2014	J	`jnl`	AirHopper: Bridging the Air-Gap between Isolated Networks and Mobile Phones using Radio Frequencies. CoRR Mordechai Guri, Gabi Kedma, Assaf Kachlon, Yuval Elovici
2014	—	`conf`	AirHopper: Bridging the air-gap between isolated networks and mobile phones using radio frequencies. MALWARE Mordechai Guri, Gabi Kedma, Assaf Kachlon, Yuval Elovici
2014	J	`jnl`	CoBAn: A context based model for data leakage prevention. Inf. Sci. Gilad Katz, Yuval Elovici, Bracha Shapira
2014	J	`jnl`	Ethical Considerations when Employing Fake Identities in Online Social Networks for Research. Sci. Eng. Ethics Yuval Elovici, Michael Fire, Amir Herzberg, Haya Schulmann
2014	—	`conf`	Exfiltration of Information from Air-Gapped Machines Using Monitor's LED Indicator. JISIC Vitali Sepetnitsky, Mordechai Guri, Yuval Elovici
2014	J	`jnl`	Friend or foe? Fake profile identification in online social networks. Soc. Netw. Anal. Min. Michael Fire, Dima Kagan, Aviad Elyashar, Yuval Elovici
2014	J	`jnl`	Implementing a database encryption solution, design and implementation issues. Comput. Secur. Erez Shmueli, Ronen Vaisenberg, Ehud Gudes, Yuval Elovici
2014	C	`conf`	Limiting access to unintentionally leaked sensitive documents using malware signatures. SACMAT Mordechai Guri, Gabi Kedma, Buky Carmeli, Yuval Elovici
2014	J	`jnl`	Matching Entities Across Online Social Networks. CoRR Olga Peled, Michael Fire, Lior Rokach, Yuval Elovici
2014	J	`jnl`	Mobile malware detection through analysis of deviations in application network behavior. Comput. Secur. Asaf Shabtai, Lena Tenenboim-Chekina, Dudu Mimran, Lior Rokach, Bracha Shapira, Yuval Elovici
2014	J	`jnl`	Novel active learning methods for enhanced PC malware detection in windows OS. Expert Syst. Appl. Nir Nissim, Robert Moskovitch, Lior Rokach, Yuval Elovici
2014	J	`jnl`	OCCT: A One-Class Clustering Tree for Implementing One-to-Many Data Linkage. IEEE Trans. Knowl. Data Eng. Ma'ayan Dror, Asaf Shabtai, Lior Rokach, Yuval Elovici
2014	A	`conf`	OSPF vulnerability to persistent poisoning attacks: a systematic analysis. ACSAC Gabi Nakibly, Adi Sosnovich, Eitan Menahem, Ariel Waizel, Yuval Elovici
2014	J	`jnl`	Online Social Networks: Threats and Solutions. IEEE Commun. Surv. Tutorials Michael Fire, Roy Goldschmidt, Yuval Elovici
2014	A*	`conf`	POSTER: Misuseablity Analysis for IT Infrastructure. CCS Asaf Shabtai, Yuval Elovici
2014	—	`conf`	Peers-Based Location of Mobile Devices. FCC Mordechai Guri, Anatoly Krasner, Yuval Elovici
2014	J	`jnl`	Quantitative Analysis of Genealogy Using Digitised Family Trees. CoRR Michael Fire, Thomas Chesney, Yuval Elovici
2014	J	`jnl`	Reaction to New Security Threat Class. CoRR Yuval Elovici, Lior Rokach
2014	—	`conf`	Resilience of Anti-malware Programs to Naïve Modifications of Malicious Binaries. JISIC Mordechai Guri, Gabi Kedma, Assaf Kachlon, Yuval Elovici
2014	—	`conf`	Trusted Detection of Sensitive Activities on Mobile Phones Using Power Consumption Measurements. JISIC Mordechai Guri, Gabi Kedma, Boris Zadov, Yuval Elovici
2013	—	`conf`	A fast and scalable method for threat detection in large-scale DNS logs. IEEE BigData Ron Begleiter, Yuval Elovici, Yona Hollander, Ori Mendelson, Lior Rokach, Roi Saltzman
2013	J	`jnl`	ACTIDS: An Active Strategy For Detecting And Localizing Network Attacks. CoRR Eitan Menahem, Gabi Nakibly, Yuval Elovici
2013	—	`conf`	ACTIDS: an active strategy for detecting and localizing network attacks. AISec Eitan Menahem, Yuval Elovici, Nir Amar, Gabi Nakibly
2013	J	`jnl`	Analyzing group E-mail exchange to detect data leakage. J. Assoc. Inf. Sci. Technol. Polina Zilberman, Gilad Katz, Asaf Shabtai, Yuval Elovici
2013	C	`conf`	Analyzing users' web surfing patterns to trace terrorists and criminals. ISI Gabi Kedma, Mordechai Guri, Tom Sela, Yuval Elovici
2013	J	`jnl`	Augmented Betweenness Centrality for Environmentally Aware Traffic Monitoring in Transportation Networks. J. Intell. Transp. Syst. Rami Puzis, Yaniv Altshuler, Yuval Elovici, Shlomo Bekhor, Yoram Shiftan, Alex Pentland
2013	A	`conf`	Combining one-class classifiers via meta learning. CIKM Eitan Menahem, Lior Rokach, Yuval Elovici
2013	J	`jnl`	Computationally efficient link prediction in a variety of social networks. ACM Trans. Intell. Syst. Technol. Michael Fire, Lena Tenenboim-Chekina, Rami Puzis, Ofrit Lesser, Lior Rokach, Yuval Elovici
2013	J	`jnl`	Data Mining of Online Genealogy Datasets for Revealing Lifespan Patterns in Human Population. CoRR Michael Fire, Yuval Elovici
2013	—	`conf`	Detecting Anomalous Behaviors Using Structural Properties of Social Networks. SBP Yaniv Altshuler, Michael Fire, Erez Shmueli, Yuval Elovici, Alfred M. Bruckstein, Alex Pentland, David Lazer
2013	—	`conf`	Entity Matching in Online Social Networks. SocialCom Olga Peled, Michael Fire, Lior Rokach, Yuval Elovici
2013	J	`jnl`	Ethical Considerations when Employing Fake Identities in OSN for Research. CoRR Yuval Elovici, Michael Fire, Amir Herzberg, Haya Schulmann
2013	—	`conf`	Exploiting simultaneous usage of different wireless interfaces for security and mobility. FGCT Shlomi Dolev, Idan Heimlich Shtacher, Bracha Shapira, Yuval Elovici, Guy Messalem, Dudu Mimran, Marina Kopeetsky
2013	J	`jnl`	Facebook Applications' Installation and Removal: A Temporal Analysis. CoRR Dima Kagan, Michael Fire, Aviad Elyashar, Yuval Elovici
2013	J	`jnl`	Friend or Foe? Fake Profile Identification in Online Social Networks CoRR Michael Fire, Dima Kagan, Aviad Elyashar, Yuval Elovici
2013	J	`jnl`	Guest editorial: Special issue on data mining for information security. Inf. Sci. Yuval Elovici, Lior Rokach, Sahin Albayrak
2013	B	`conf`	Homing socialbots: intrusion on a specific organization's employee using Socialbots. ASONAM Aviad Elyashar, Michael Fire, Dima Kagan, Yuval Elovici
2013	—	`conf`	IP2User - Identifying the Username of an IP Address in Network-Related Events. BigData Congress Asaf Shabtai, Idan Morad, Eyal Kolman, Ereli Eran, Alex Vaystikh, Eyal Gruss, Lior Rokach, Yuval Elovici
2013	—	`conf`	Intruder or Welcome Friend: Inferring Group Membership in Online Social Networks. SBP Ofrit Lesser, Lena Tenenboim-Chekina, Lior Rokach, Yuval Elovici
2013	B	`conf`	Nesto - Network selection and traffic offloading system for android mobile devices. IWCMC Ariel Bar, Dudu Mimran, Lena Chekina, Yuval Elovici, Bracha Shapira
2013	—	`conf`	Noninvasive detection of anti-forensic malware. MALWARE Mordechai Guri, Gabi Kedma, Tom Sela, Buky Carmeli, Amit Rosner, Yuval Elovici
2013	J	`jnl`	Online Social Networks: Threats and Solutions Survey CoRR Michael Fire, Roy Goldschmidt, Yuval Elovici
2013	J	`jnl`	Optimizing Data Misuse Detection. ACM Trans. Knowl. Discov. Data Asaf Shabtai, Maya Bercovitch, Lior Rokach, Yuval Elovici
2013	J	`jnl`	Organization Mining Using Online Social Networks CoRR Michael Fire, Rami Puzis, Yuval Elovici
2013	J	`jnl`	The CASH algorithm-cost-sensitive attribute selection using histograms. Inf. Sci. Yael Weiss, Yuval Elovici, Lior Rokach
2013	—	`conf`	Trade-Offs in Social and Behavioral Modeling in Mobile Networks. SBP Yaniv Altshuler, Michael Fire, Nadav Aharony, Zeev Volkovich, Yuval Elovici, Alex Pentland
2012	J	`jnl`	"Andromaly": a behavioral malware detection framework for android devices. J. Intell. Inf. Syst. Asaf Shabtai, Uri Kanonov, Yuval Elovici, Chanan Glezer, Yael Weiss
2012	—	`book`	A Survey of Data Leakage Detection and Prevention Solutions. Asaf Shabtai, Yuval Elovici, Lior Rokach
2012	J	`jnl`	A distributed architecture for efficient parallelization and computation of knowledge-based temporal abstractions. J. Intell. Inf. Syst. Asaf Shabtai, Yuval Shahar, Yuval Elovici
2012	B	`conf`	Detecting Spammers via Aggregated Historical Data Set. NSS Eitan Menahem, Rami Puzis, Yuval Elovici
2012	J	`jnl`	Detecting unknown computer worm activity via support vector machines and active learning. Pattern Anal. Appl. Nir Nissim, Robert Moskovitch, Lior Rokach, Yuval Elovici
2012	J	`jnl`	Detecting unknown malicious code by applying classification techniques on OpCode patterns. Secur. Informatics Asaf Shabtai, Robert Moskovitch, Clint Feher, Shlomi Dolev, Yuval Elovici
2012	J	`jnl`	Detection of Deviations in Mobile Applications Network Behavior CoRR Lena Chekina, Dudu Mimran, Lior Rokach, Yuval Elovici, Bracha Shapira
2012	—	`conf`	Heuristics for Speeding Up Betweenness Centrality Computation. SocialCom/PASSAT Rami Puzis, Polina Zilberman, Yuval Elovici, Shlomi Dolev, Ulrik Brandes
2012	—	`conf`	How Many Makes a Crowd? On the Evolution of Learning as a Factor of Community Coverage. SBP Yaniv Altshuler, Michael Fire, Nadav Aharony, Yuval Elovici, Alex Pentland
2012	—	`conf`	Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data. SocialCom/PASSAT Yaniv Altshuler, Nadav Aharony, Michael Fire, Yuval Elovici, Alex Pentland
2012	J	`jnl`	M-Score: A Misuseability Weight Measure. IEEE Trans. Dependable Secur. Comput. Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici
2012	A*	`conf`	Network-based intrusion detection systems go active! CCS Eitan Menahem, Gabi Nakibly, Yuval Elovici
2012	—	`conf`	Organizational Intrusion: Organization Mining Using Socialbots. SocialInformatics Aviad Elyashar, Michael Fire, Dima Kagan, Yuval Elovici
2012	—	`conf`	Predicting Student Exam's Scores by Analyzing Social Network Data. AMT Michael Fire, Gilad Katz, Yuval Elovici, Bracha Shapira, Lior Rokach
2012	J	`jnl`	Securing Your Transactions: Detecting Anomalous Patterns In XML Documents CoRR Eitan Menahem, Alon Schclar, Lior Rokach, Yuval Elovici
2012	J	`jnl`	User Authentication Based on Representative Users. IEEE Trans. Syst. Man Cybern. Part C Alon Schclar, Lior Rokach, Adi Abramson, Yuval Elovici
2012	J	`jnl`	User identity verification via mouse dynamics. Inf. Sci. Clint Feher, Yuval Elovici, Robert Moskovitch, Lior Rokach, Alon Schclar
2011	J	`jnl`	A Decision Support System for Placement of Intrusion Detection and Prevention Devices in Large-Scale Networks. ACM Trans. Model. Comput. Simul. Rami Puzis, Meytal Tubi, Yuval Elovici, Chanan Glezer, Shlomi Dolev
2011	B	`conf`	A Method for Detecting Unknown Malicious Executables. TrustCom Boris Rozenberg, Ehud Gudes, Yuval Elovici, Yuval Fledel
2011	C	`conf`	Analyzing group communication for preventing data leakage via email. ISI Polina Zilberman, Shlomi Dolev, Gilad Katz, Yuval Elovici, Asaf Shabtai
2011	J	`jnl`	Combining One-Class Classifiers via Meta-Learning CoRR Eitan Menahem, Lior Rokach, Yuval Elovici
2011	C	`conf`	Dynamic Sensitivity-Based Access Control. ISI Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici
2011	B	`conf`	Eliciting domain expert misuseability conceptions. K-CAP Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici
2011	J	`jnl`	F-Sign: Automatic, Function-Based Signature Generation for Malware. IEEE Trans. Syst. Man Cybern. Part C Asaf Shabtai, Eitan Menahem, Yuval Elovici
2011	C	`conf`	HoneyGen: An automated honeytokens generator. ISI Maya Bercovitch, Meir Renford, Lior Hasson, Asaf Shabtai, Lior Rokach, Yuval Elovici
2011	J	`jnl`	Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data CoRR Yaniv Altshuler, Nadav Aharony, Michael Fire, Yuval Elovici, Alex Pentland
2011	—	`conf`	Link Prediction in Social Networks Using Computationally Efficient Topological Features. SocialCom/PASSAT Michael Fire, Lena Tenenboim, Ofrit Lesser, Rami Puzis, Lior Rokach, Yuval Elovici
2011	—	`conf`	LoOkie - it feels like being there. CHI Extended Abstracts Talya Porat, Inbal Rief, Rami Puzis, Yuval Elovici
2011	—	`conf`	MindDesktop - Computer Accessibility for Severely Handicapped. ICEIS (4) Ori Ossmy, Ofir Tam, Rami Puzis, Lior Rokach, Ohad Inbar, Yuval Elovici
2011	J	`jnl`	Monitoring, analysis, and filtering system for purifying network traffic of known and unknown malicious content. Secur. Commun. Networks Asaf Shabtai, Dennis Potashnik, Yuval Fledel, Robert Moskovitch, Yuval Elovici
2011	J	`jnl`	Optimizing Investment Decisions in Selecting Information Security Remedies. Inf. Manag. Comput. Secur. Dov Shirtz, Yuval Elovici
2011	A*	`conf`	Poster: applying unsupervised context-based analysis for detecting unauthorized data disclosure. CCS Ma'ayan Gafny, Asaf Shabtai, Lior Rokach, Yuval Elovici
2011	C	`conf`	Rendezvous Tunnel for Anonymous Publishing: Clean Slate and Tor Based Designs. SSS Ofer Hermoni, Niv Gilboa, Eyal Felstaine, Yuval Elovici, Shlomi Dolev
2011	J	`jnl`	Stealing Reality: When Criminals Become Data Scientists (or Vice Versa). IEEE Intell. Syst. Yaniv Altshuler, Nadav Aharony, Alex Pentland, Yuval Elovici, Manuel Cebrián
2011	J	`jnl`	Trawling Traffic under Attack Overcoming DDoS Attacks by Target-Controlled Traffic Filtering. Int. J. Found. Comput. Sci. Shlomi Dolev, Yuval Elovici, Alexander Kesselman, Polina Zilberman
2010	—	`ed.`	2010 Workshop on Collaborative Methods for Security and Privacy, CollSec'10, Washington, D.C., USA, August 10, 2010 CollSec Nadav Aharony, Yaniv Altshuler, Yuval Elovici
2010	—	`conf`	Applying Behavioral Detection on Android-Based Devices. MOBILWARE Asaf Shabtai, Yuval Elovici
2010	J	`jnl`	Auto-Sign: an automatic signature generator for high-speed malware filtering devices. J. Comput. Virol. Gil Tahan, Chanan Glezer, Yuval Elovici, Lior Rokach
2010	C	`conf`	Automated Static Code Analysis for Classifying Android Applications Using Machine Learning. CIS Asaf Shabtai, Yuval Fledel, Yuval Elovici
2010	C	`conf`	Continuous Verification Using Keystroke Dynamics. CIS Tomer Shimshon, Robert Moskovitch, Lior Rokach, Yuval Elovici
2010	—	`conf`	Cost Benefit Deployment of DNIPS. ICC Emily Rozenshine-Kemelmakher, Rami Puzis, Ariel Felner, Yuval Elovici
2010	—	`conf`	Cost-Sensitive Detection of Malicious Applications in Mobile Devices. MobiCASE Yael Weiss, Yuval Fledel, Yuval Elovici, Lior Rokach
2010	—	`conf`	Detecting data misuse by applying context-based data linkage. Insider Threats@CCS Ma'ayan Gafny, Asaf Shabtai, Lior Rokach, Yuval Elovici
2010	J	`jnl`	Detection of access to terror-related Web sites using an Advanced Terror Detection System (ATDS). J. Assoc. Inf. Sci. Technol. Yuval Elovici, Bracha Shapira, Mark Last, Omer Zaafrany, Menahem Friedman, Moti Schneider, Abraham Kandel
2010	J	`jnl`	Efficient Collaborative Application Monitoring Scheme for Mobile Networks CoRR Yaniv Altshuler, Shlomi Dolev, Yuval Elovici
2010	J	`jnl`	Efficient Multidimensional Suppression for K-Anonymity. IEEE Trans. Knowl. Data Eng. Slava Kisilevich, Lior Rokach, Yuval Elovici, Bracha Shapira
2010	J	`jnl`	Google Android: A Comprehensive Security Assessment. IEEE Secur. Priv. Asaf Shabtai, Yuval Fledel, Uri Kanonov, Yuval Elovici, Shlomi Dolev, Chanan Glezer
2010	—	`conf`	Google Android: An Updated Security Review. MobiCASE Yuval Fledel, Asaf Shabtai, Dennis Potashnik, Yuval Elovici
2010	J	`jnl`	Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method. J. Syst. Softw. Asaf Shabtai, Uri Kanonov, Yuval Elovici
2010	—	`conf`	M-score: estimating the potential damage of data leakage incident by assigning misuseability weight. Insider Threats@CCS Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici
2010	—	`ch.`	Optimizing Targeting of Intrusion Detection Systems in Social Networks. Handbook of Social Network Technologies Rami Puzis, Meytal Tubi, Yuval Elovici
2010	A*	`conf`	Rendezvous tunnel for anonymous publishing. CCS Ofer Hermoni, Niv Gilboa, Eyal Felstaine, Yuval Elovici, Shlomi Dolev
2010	J	`jnl`	Routing betweenness centrality. J. ACM Shlomi Dolev, Yuval Elovici, Rami Puzis
2010	J	`jnl`	Securing Android-Powered Mobile Devices Using SELinux. IEEE Secur. Priv. Asaf Shabtai, Yuval Fledel, Yuval Elovici
2010	J	`jnl`	Stealing Reality CoRR Yaniv Altshuler, Nadav Aharony, Yuval Elovici, Alex Pentland, Manuel Cebrián
2010	J	`jnl`	Using the KBTA method for inferring computer and network security alerts from time-stamped, raw system metrics. J. Comput. Virol. Asaf Shabtai, Yuval Fledel, Yuval Elovici, Yuval Shahar
2009	—	`conf`	A Chronological Evaluation of Unknown Malcode Detection. PAISI Robert Moskovitch, Clint Feher, Yuval Elovici
2009	J	`jnl`	A decision theoretic approach to combining information filtering. Online Inf. Rev. Alexander Binun, Bracha Shapira, Yuval Elovici
2009	—	`conf`	An Attentive Digital Signage System. MuC (Workshopband) Erez Shmueli, Alexander Kruglov, Rami Puzis, Yuval Elovici, Roman Englert, Chanan Glezer
2009	—	`ch.`	An Overview of IDS Using Anomaly Detection. Database Technologies: Concepts, Methodologies, Tools, and Applications Lior Rokach, Yuval Elovici
2009	J	`jnl`	Collaborative attack on Internet users' anonymity. Internet Res. Rami Puzis, Dana Yagil, Yuval Elovici, Dan Braha
2009	J	`jnl`	Database encryption: an overview of contemporary challenges and design considerations. SIGMOD Rec. Erez Shmueli, Ronen Vaisenberg, Yuval Elovici, Chanan Glezer
2009	J	`jnl`	Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey. Inf. Secur. Tech. Rep. Asaf Shabtai, Robert Moskovitch, Yuval Elovici, Chanan Glezer
2009	A	`conf`	Detection, Alert and Response to Malicious Behavior in Mobile Devices: Knowledge-Based Approach. RAID Asaf Shabtai, Uri Kanonov, Yuval Elovici
2009	J	`jnl`	Google Android: A State-of-the-Art Review of Security Mechanisms CoRR Asaf Shabtai, Yuval Fledel, Uri Kanonov, Yuval Elovici, Shlomi Dolev
2009	C	`conf`	Identity theft, computers and behavioral biometrics. ISI Robert Moskovitch, Clint Feher, Arik Messerman, Niklas Kirschnick, Tarik Mustafic, Seyit Ahmet Çamtepe, Bernhard Löhlein, Ulrich Heister, Sebastian Möller, Lior Rokach, Yuval Elovici
2009	J	`jnl`	Improving malware detection by applying multi-inducer ensemble. Comput. Stat. Data Anal. Eitan Menahem, Asaf Shabtai, Lior Rokach, Yuval Elovici
2009	J	`jnl`	Incremental Deployment of Network Monitors Based on Group Betweenness Centrality CoRR Shlomi Dolev, Yuval Elovici, Rami Puzis, Polina Zilberman
2009	J	`jnl`	Incremental deployment of network monitors based on Group Betweenness Centrality. Inf. Process. Lett. Shlomi Dolev, Yuval Elovici, Rami Puzis, Polina Zilberman
2009	A	`conf`	Method for Detecting Unknown Malicious Executables. RAID Boris Rozenberg, Ehud Gudes, Yuval Elovici, Yuval Fledel
2009	C	`conf`	SISR - A New Model for Epidemic Spreading of Electronic Threats. ISC Boris Rozenberg, Ehud Gudes, Yuval Elovici
2009	C	`conf`	Trawling Traffic under Attack, Overcoming DDoS Attacks by Target-Controlled Traffic Filtering. PDCAT Shlomi Dolev, Yuval Elovici, Alexander Kesselman, Polina Zilberman
2009	J	`jnl`	Troika - An improved stacking schema for classification tasks. Inf. Sci. Eitan Menahem, Lior Rokach, Yuval Elovici
2009	J	`jnl`	Unknown malcode detection and the imbalance problem. J. Comput. Virol. Robert Moskovitch, Dima Stopel, Clint Feher, Nir Nissim, Nathalie Japkowicz, Yuval Elovici
2009	J	`jnl`	Using artificial neural networks to detect unknown computer worms. Neural Comput. Appl. Dima Stopel, Robert Moskovitch, Zvi Boger, Yuval Shahar, Yuval Elovici
2008	—	`conf`	A Distributed Framework for the Detection of New Worm-Related Malware. EuroISI Boris Rozenberg, Ehud Gudes, Yuval Elovici
2008	C	`conf`	Active learning to improve the detection of unknown computer worms activity. FUSION Robert Moskovitch, Nir Nissim, Roman Englert, Yuval Elovici
2008	J	`jnl`	Detection of unknown computer worms based on behavioral classification of the host. Comput. Stat. Data Anal. Robert Moskovitch, Yuval Elovici, Lior Rokach
2008	—	`conf`	Malicious Code Detection Using Active Learning. PinKDD Robert Moskovitch, Nir Nissim, Yuval Elovici
2008	—	`conf`	Optimization of NIDS Placement for Protection of Intercommunicating Critical Infrastructures. EuroISI Rami Puzis, Marius David Klippel, Yuval Elovici, Shlomi Dolev
2008	—	`conf`	Unknown Malcode Detection Using OPCODE Representation. EuroISI Robert Moskovitch, Clint Feher, Nir Tzachar, Eugene Berger, Marina Gitelman, Shlomi Dolev, Yuval Elovici
2008	C	`conf`	Unknown malcode detection - A chronological evaluation. ISI Robert Moskovitch, Clint Feher, Yuval Elovici
2008	C	`conf`	Unknown malcode detection via text categorization and the imbalance problem. ISI Robert Moskovitch, Dima Stopel, Clint Feher, Nir Nissim, Yuval Elovici
2008	—	`conf`	kACTUS 2: Privacy Preserving in Classification Tasks Using k-Anonymity. ISIPS Slava Kisilevich, Yuval Elovici, Bracha Shapira, Lior Rokach
2007	Misc	`conf`	Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic. KI Yuval Elovici, Asaf Shabtai, Robert Moskovitch, Gil Tahan, Chanan Glezer
2007	C	`conf`	Deployment of DNIDS in Social Networks. ISI Meytal Tubi, Rami Puzis, Yuval Elovici
2007	C	`conf`	Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. CIDM Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Clint Feher, Chanan Glezer, Yuval Shahar, Yuval Elovici
2007	—	`conf`	Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. CISDA Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Chanan Glezer, Yuval Shahar, Yuval Elovici
2007	B	`conf`	Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain. K-CAP Asaf Shabtai, Maor Atlas, Yuval Shahar, Yuval Elovici
2007	J	`jnl`	Finding the most prominent group in complex networks. AI Commun. Rami Puzis, Yuval Elovici, Shlomi Dolev
2007	C	`conf`	Host Based Intrusion Detection using Machine Learning. ISI Robert Moskovitch, Shay Pluderman, Ido Gus, Dima Stopel, Clint Feher, Yisrael Parmet, Yuval Shahar, Yuval Elovici
2007	Misc	`conf`	Improving the Detection of Unknown Computer Worms Activity Using Active Learning. KI Robert Moskovitch, Nir Nissim, Dima Stopel, Clint Feher, Roman Englert, Yuval Elovici
2007	C	`conf`	Malicious Code Detection and Acquisition Using Active Learning. ISI Robert Moskovitch, Nir Nissim, Yuval Elovici
2007	J	`jnl`	MarCol: A Market-Based Recommender System. IEEE Intell. Syst. I. Dan Melamed, Bracha Shapira, Yuval Elovici
2007	C	`conf`	Simulating Threats Propagation within the NSP Infrastructure. ISI Rami Puzis, Meytal Tubi, Gil Tahan, Yuval Elovici
2006	J	`jnl`	A decision theoretic approach to combining information filters: An analytical and empirical evaluation. J. Assoc. Inf. Sci. Technol. Yuval Elovici, Bracha Shapira, Paul B. Kantor
2006	C	`conf`	An intelligent, interactive tool for exploration and visualization of time-oriented security data. VizSEC Asaf Shabtai, Denis Klimov, Yuval Shahar, Yuval Elovici
2006	B	`conf`	Application of Artificial Neural Networks Techniques to Computer Worm Detection. IJCNN Dima Stopel, Zvi Boger, Robert Moskovitch, Yuval Shahar, Yuval Elovici
2006	J	`jnl`	Cluster-analysis attack against a PRivAte Web solution (PRAW). Online Inf. Rev. Yuval Elovici, Bracha Shapira, Adlay Meshiach
2005	C	`conf`	Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS). ISI Yuval Elovici, Bracha Shapira, Mark Last, Omer Zaafrany, Menahem Friedman, Moti Schneider, Abraham Kandel
2005	B	`conf`	Designing Secure Indexes for Encrypted Databases. DBSec Erez Shmueli, Ronen Waisenberg, Yuval Elovici, Ehud Gudes
2005	J	`jnl`	Enhancing customer privacy while searching for products and services on the world wide web. Internet Res. Yuval Elovici, Chanan Glezer, Bracha Shapira
2005	J	`jnl`	PRAW - A PRivAcy model for the Web. J. Assoc. Inf. Sci. Technol. Bracha Shapira, Yuval Elovici, Adlay Meshiach, Tsvi Kuflik
2005	—	`ch.`	TDS - An Innovative Terrorist Detection System. Fighting Terror in Cyberspace Yuval Elovici
2004	—	`conf`	A Structure Preserving Database Encryption Scheme. Secure Data Management Yuval Elovici, Ronen Waisenberg, Erez Shmueli, Ehud Gudes
2004	—	`conf`	Terrorist Detection System. PKDD Yuval Elovici, Abraham Kandel, Mark Last, Bracha Shapira, Omer Zaafrany, Moti Schneider, Menahem Friedman
2003	J	`jnl`	A decision-theoretic approach to data mining. IEEE Trans. Syst. Man Cybern. Part A Yuval Elovici, Dan Braha
2003	—	`conf`	Content-Based Methodology for Anomaly Detection on the Web. AWIC Mark Last, Bracha Shapira, Yuval Elovici, Omer Zaafrany, Abraham Kandel
2003	—	`conf`	Privacy Preservation Improvement by Learning Optimal Profile Generation Rate. User Modeling Tsvi Kuflik, Bracha Shapira, Yuval Elovici, Adlai Maschiach
2003	J	`jnl`	Using the Information Structure Model to Compare Profile-Based Information Filtering Systems. Inf. Retr. Yuval Elovici, Bracha Shapira, Paul B. Kantor
2002	—	`conf`	A New Privacy Model for Web Surfing. NGITS Yuval Elovici, Bracha Shapira, Adlai Maschiach
2002	—	`conf`	A new privacy model for hiding group interests while accessing the Web. WPES Yuval Elovici, Bracha Shapira, Adlai Maschiach
2001	J	`jnl`	Performance evaluation of a distributed application. J. Oper. Res. Soc. Niv Ahituv, Yuval Elovici
1993	J	`jnl`	Modeling and Evaluation of a New Message-Passing System for Parallel Multiprocessor Systems. Parallel Comput. Helnye Azaria, Yuval Elovici
1992	J	`jnl`	Multiple interfaces message passing system for transputer network. Microprocess. Microprogramming Helnye Azaria, Yuval Elovici, Roger D. Hersch