Asaf Shabtai - RankMe

362 papers A* 21A 19B 21C 8Misc 8Journal 235Unranked 44

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`	FRAME: Comprehensive risk assessment framework for adversarial machine learning threats. Appl. Soft Comput. Avishag Shapira, Simon Shigol, 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`	MIRAGE: Multi-Binary Image Risk Assessment With Attack Graph Employment. IEEE Trans. Dependable Secur. Comput. David Tayouri, Telem Nachum, 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 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	—	`conf`	Domain Name Encryption Does Not Ensure Privacy: Website Fingerprinting Attack With Only a Few Samples Using Siamese Network. DIMVA (1) Neriya Mazzuz, Asaf Shabtai
2025	J	`jnl`	FAA Framework: A Large Language Model-Based Approach for Credit Card Fraud Investigations. CoRR Shaun Shuster, Eyal Zaloof, Asaf Shabtai, Rami Puzis
2025	J	`jnl`	FRAME : Comprehensive Risk Assessment Framework for Adversarial Machine Learning Threats. CoRR Avishag Shapira, Simon Shigol, 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	C	`conf`	IDAT: An Interactive Data Exploration Tool. DATA Nir Regev, Asaf Shabtai, Lior Rokach
2025	J	`jnl`	ImpReSS: Implicit Recommender System for Support Conversations. CoRR Omri Haller, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai
2025	—	`conf`	IntelForge: Multi-Agent LLM Framework for Cyber Threat Intelligence Enrichment. ACSAC Workshops Noam Tarshish, Daniel Hodisan, 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	J	`jnl`	Mind the Web: The Security of Web Use Agents. CoRR Avishag Shapira, Parth Atulbhai Gandhi, Edan Habler, Oleg Brodt, 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`	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`	VAULT: Vigilant Adversarial Updates via LLM-Driven Retrieval-Augmented Generation for NLI. CoRR Roie Kazoom, Ofir Cohen, Rami Puzis, Asaf Shabtai, Ofer Hadar
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	A	`conf`	ATLANTIS: A Framework for Automated Targeted Language-guided Augmentation Training for Robust Image Search. BMVC Inderjeet Singh, Roman Vainshtein, Alon Zolfi, Asaf Shabtai, Tu Bui, Jonathan Brokman, Omer Hofman, Fumiyoshi Kasahara, Kentaro Tsuji, Hisashi Kojima
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`	Assessing Aircraft Security: A Comprehensive Survey and Methodology for Evaluation. ACM Comput. Surv. Edan Habler, Ron Bitton, Asaf Shabtai
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`	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`	Cost effective transfer of reinforcement learning policies. Expert Syst. Appl. Orel Lavie, Asaf Shabtai, Gilad Katz
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`	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`	Improving interpretability via regularization of neural activation sensitivity. Mach. Learn. Ofir Moshe, Gil Fidel, Ron Bitton, Asaf Shabtai
2024	A*	`conf`	Information Based Heavy Hitters for Real-Time DNS Data Exfiltration Detection. NDSS Yarin Ozery, Asaf Nadler, Asaf Shabtai
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	—	`conf`	MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models. ECCV (75) Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu, Inderjeet Singh, Oren Rachmil, Alon Zolfi, Asaf Shabtai, Yuki Unno, Hisashi Kojima
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	J	`jnl`	Prompted Contextual Vectors for Spear-Phishing Detection. CoRR Daniel Nahmias, Gal Engelberg, Dan Klein, 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	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	B	`conf`	Simultaneous Transmission and Null Space Tracking Using Interference Feedback for Spatial Division Multiple Access. IWCMC Shuki Zanyovka, Asaf Shabtai
2024	J	`jnl`	The Information Security Awareness of Large Language Models. CoRR Ofir Cohen, Gil Ari Agmon, Asaf Shabtai, Rami Puzis
2024	Misc	`conf`	Universal Adversarial Attack Against Speaker Recognition Models. ICASSP Shoham Hanina, Alon Zolfi, Yuval Elovici, Asaf Shabtai
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`	A Survey of MulVAL Extensions and Their Attack Scenarios Coverage. IEEE Access David Tayouri, Nick Baum, Asaf Shabtai, Rami Puzis
2023	J	`jnl`	CADeSH: Collaborative Anomaly Detection for Smart Homes. CoRR Yair Meidan, Dan Avraham, Hanan Libhaber, Asaf Shabtai
2023	J	`jnl`	CADeSH: Collaborative Anomaly Detection for Smart Homes. IEEE Internet Things J. Yair Meidan, Dan Avraham, Hanan Libhaber, Asaf Shabtai
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	—	`conf`	ConGISATA: A Framework for Continuous Gamified Information Security Awareness Training and Assessment. ESORICS (3) Ofir Cohen, Ron Bitton, Asaf Shabtai, Rami Puzis
2023	J	`jnl`	D-Score: An Expert-Based Method for Assessing the Detectability of IoT-Related Cyber-Attacks. CoRR Yair Meidan, Daniel Benatar, Ron Bitton, Dan Avraham, Asaf Shabtai
2023	J	`jnl`	D-Score: An expert-based method for assessing the detectability of IoT-related cyber-attacks. Comput. Secur. Yair Meidan, Daniel Benatar, Ron Bitton, Dan Avraham, Asaf Shabtai
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`	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`	Information-Based Heavy Hitters for Real-Time DNS Data Exfiltration Detection and Prevention. CoRR Yarin Ozery, Asaf Nadler, Asaf Shabtai
2023	J	`jnl`	MIRAGE: Multi-Binary Image Risk Assessment with Attack Graph Employment. CoRR David Tayouri, Telem Nachum, Asaf Shabtai
2023	A	`conf`	Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors. WACV Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai
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`	QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers. CoRR Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	ReMark: Receptive Field based Spatial WaterMark Embedding Optimization using Deep Network. CoRR Natan Semyonov, Rami Puzis, Asaf Shabtai, Gilad Katz
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	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 Survey of MulVAL Extensions and Their Attack Scenarios Coverage. CoRR David Tayouri, Nick Baum, Asaf Shabtai, Rami Puzis
2022	J	`jnl`	A Transferable and Automatic Tuning of Deep Reinforcement Learning for Cost Effective Phishing Detection. CoRR Orel Lavie, Asaf Shabtai, Gilad Katz
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`	Analyzing Sequences of Airspace States to Detect Anomalous Traffic Conditions. IEEE Trans. Aerosp. Electron. Syst. Edan Habler, 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`	Contextual security awareness: A context-based approach for assessing the security awareness of users. Knowl. Based Syst. Adir Solomon, Michael Michaelshvili, Ron Bitton, Bracha Shapira, Lior Rokach, Rami Puzis, Asaf Shabtai
2022	J	`jnl`	Cost-effective ensemble models selection using deep reinforcement learning. Inf. Fusion Yoni Birman, Shaked Hindi, Gilad Katz, Asaf Shabtai
2022	J	`jnl`	Denial-of-Service Attack on Object Detection Model Using Universal Adversarial Perturbation. CoRR Avishag Shapira, Alon Zolfi, Luca Demetrio, Battista Biggio, Asaf Shabtai
2022	J	`jnl`	Efficient Cyber Attack Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA. IEEE Trans. Dependable Secur. Comput. Moshe Kravchik, Asaf Shabtai
2022	J	`jnl`	Evaluating the Security of Aircraft Systems. CoRR Edan Habler, Ron Bitton, Asaf Shabtai
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	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	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	J	`jnl`	How and when to stop the co-training process. Expert Syst. Appl. Edita Grolman, Dvir Cohen, Tatiana Frenklach, Asaf Shabtai, Rami Puzis
2022	J	`jnl`	Improving Interpretability via Regularization of Neural Activation Sensitivity. CoRR Ofir Moshe, Gil Fidel, Ron Bitton, Asaf Shabtai
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`	On the vulnerability of anti-malware solutions to DNS attacks. Comput. Secur. Asaf Nadler, Ron Bitton, Oleg Brodt, Asaf Shabtai
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	J	`jnl`	Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors in Industrial Control Systems. Comput. Secur. Moshe Kravchik, Luca Demetrio, Battista Biggio, Asaf Shabtai
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`	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
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 Machine Learning-Based Intrusion Detection System for Securing Remote Desktop Connections to Electronic Flight Bag Servers. IEEE Trans. Dependable Secur. Comput. Ron Bitton, Asaf Shabtai
2021	J	`jnl`	A Self-Healing Mechanism for Internet of Things Devices. IEEE Secur. Priv. Guy Amit, Asaf Shabtai, Yuval Elovici
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`	Android malware detection via an app similarity graph. Comput. Secur. Tatiana Frenklach, Dvir Cohen, Asaf Shabtai, Rami Puzis
2021	B	`conf`	Approximating Aggregated SQL Queries with LSTM Networks. IJCNN Nir Regev, Lior Rokach, Asaf Shabtai
2021	Misc	`conf`	Blockchain-based bug bounty framework. SAC Lital Badash, Nachiket Tapas, Asaf Nadler, Francesco Longo, 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`	DeepStream: Autoencoder-based stream temporal clustering and anomaly detection. Comput. Secur. Shimon Harush, Yair Meidan, Asaf Shabtai
2021	Misc	`conf`	DeepStream: autoencoder-based stream temporal clustering. SAC Shimon Harush, Yair Meidan, Asaf Shabtai
2021	J	`jnl`	Dodging Attack Using Carefully Crafted Natural Makeup. CoRR Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici
2021	B	`conf`	FOOD: Fast Out-Of-Distribution Detector. IJCNN Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, 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	B	`conf`	Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes. IJCNN Yoni Birman, Ziv Ido, Gilad Katz, Asaf Shabtai
2021	—	`conf`	MORTON: Detection of Malicious Routines in Large-Scale DNS Traffic. ESORICS (1) Yael Daihes, Hen Tzaban, Asaf Nadler, Asaf Shabtai
2021	J	`jnl`	On The Vulnerability of Anti-Malware Solutions to DNS Attacks. CoRR Asaf Nadler, Ron Bitton, Oleg Brodt, Asaf Shabtai
2021	Misc	`conf`	Poisoning attacks on cyber attack detectors for industrial control systems. SAC Moshe Kravchik, Battista Biggio, Asaf Shabtai
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	J	`jnl`	TRADE: TRusted Anonymous Data Exchange: Threat Sharing Using Blockchain Technology. CoRR Yair Allouche, Nachiket Tapas, Francesco Longo, Asaf Shabtai, Yaron Wolfsthal
2021	—	`conf`	Taking over the Stock Market: Adversarial Perturbations Against Algorithmic Traders. ECML/PKDD (4) Elior Nehemya, Yael Mathov, Asaf Shabtai, Yuval Elovici
2021	A*	`conf`	The Translucent Patch: A Physical and Universal Attack on Object Detectors. CVPR Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai
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`	Adversarial Learning in the Cyber Security Domain. CoRR Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2020	J	`jnl`	Adversarial robustness via stochastic regularization of neural activation sensitivity. CoRR Gil Fidel, Ron Bitton, Ziv Katzir, Asaf Shabtai
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`	Approximating Aggregated SQL Queries With LSTM Networks. CoRR Nir Regev, Lior Rokach, 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`	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`	Can't Boil This Frog: Robustness of Online-Trained Autoencoder-Based Anomaly Detectors to Adversarial Poisoning Attacks. CoRR Moshe Kravchik, Asaf Shabtai
2020	B	`conf`	Cost-Effective Malware Detection as a Service Over Serverless Cloud Using Deep Reinforcement Learning. CCGRID Yoni Birman, Shaked Hindi, Gilad Katz, Asaf Shabtai
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`	Dynamic Adversarial Patch for Evading Object Detection Models. CoRR Shahar Hoory, Tzvika Shapira, Asaf Shabtai, Yuval Elovici
2020	A*	`conf`	Evaluating the Information Security Awareness of Smartphone Users. CHI Ron Bitton, Kobi Boymgold, Rami Puzis, Asaf Shabtai
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`	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`	Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes. CoRR Yoni Birman, Ziv Ido, Gilad Katz, Asaf Shabtai
2020	J	`jnl`	Inner conflict: How smart device components can cause harm. Comput. Secur. Omer Shwartz, Amir Cohen, Asaf Shabtai, Yossi Oren
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	J	`jnl`	MORTON: Detection of Malicious Routines in Large-Scale DNS Traffic. CoRR Hen Tzaban, Asaf Nadler, Yael Daihes, Asaf Shabtai
2020	J	`jnl`	MaskDGA: An Evasion Attack Against DGA Classifiers and Adversarial Defenses. IEEE Access Lior Sidi, Asaf Nadler, Asaf Shabtai
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`	P4UIoT: Pay-Per-Piece Patch Update Delivery for IoT Using Gradual Release. Sensors Nachiket Tapas, Yechiav Yitzchak, Francesco Longo, Antonio Puliafito, Asaf Shabtai
2020	B	`conf`	PUA Detection Based on Bundle Installer Characteristics. DBSec Amir Lukach, Ehud Gudes, Asaf Shabtai
2020	J	`jnl`	Passive- and not active-risk tendencies predict cyber security behavior. Comput. Secur. Isabel Arend, Asaf Shabtai, Tali Idan, Ruty Keinan, Yoella Bereby-Meyer
2020	J	`jnl`	Passive- and not active-risk tendencies predict cyber security behavior. Comput. Secur. Isabel Arend, Asaf Shabtai, Tali Idan, Ruty Keinan, Yoella Bereby-Meyer
2020	J	`jnl`	Poisoning Attacks on Cyber Attack Detectors for Industrial Control Systems. CoRR Moshe Kravchik, Battista Biggio, Asaf Shabtai
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`	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 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`	When Bots Take Over the Stock Market: Evasion Attacks Against Algorithmic Traders. CoRR Elior Nehemya, Yael Mathov, Asaf Shabtai, Yuval Elovici
2020	B	`conf`	When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures. IJCNN Gil Fidel, Ron Bitton, Asaf Shabtai
2019	J	`jnl`	3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. CoRR Sofia Belikovetsky, Oded Leiba, Asaf Shabtai, 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	J	`jnl`	ASPIRE: Automated Security Policy Implementation Using Reinforcement Learning. CoRR Yoni Birman, Shaked Hindi, Gilad Katz, Asaf Shabtai
2019	A	`conf`	Analysis of Location Data Leakage in the Internet Traffic of Android-based Mobile Devices. RAID Nir Sivan, Ron Bitton, Asaf Shabtai
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`	Constraint learning based gradient boosting trees. Expert Syst. Appl. Abraham Israeli, Lior Rokach, Asaf Shabtai
2019	J	`jnl`	Defense Methods Against Adversarial Examples for Recurrent Neural Networks. CoRR Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach
2019	J	`jnl`	Deployment Optimization of IoT Devices through Attack Graph Analysis. CoRR Noga Agmon, Asaf Shabtai, Rami Puzis
2019	—	`conf`	Deployment optimization of IoT devices through attack graph analysis. WiSec Noga Agmon, Asaf Shabtai, Rami Puzis
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	—	`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`	Detection of malicious and low throughput data exfiltration over the DNS protocol. Comput. Secur. Asaf Nadler, Avi Aminov, Asaf Shabtai
2019	J	`jnl`	Efficient Cyber Attacks Detection in Industrial Control Systems Using Lightweight Neural Networks. CoRR Moshe Kravchik, Asaf Shabtai
2019	J	`jnl`	Evaluating the Information Security Awareness of Smartphone Users. CoRR Ron Bitton, Kobi Boymgold, Rami Puzis, Asaf Shabtai
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`	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 Grid-Based Location Prediction Algorithms by Speed and Direction Based Boosting. IEEE Access Itay Hazan, Asaf Shabtai
2019	J	`jnl`	IoTPatchPool: Incentivized delivery network of IoT software updates based on proofs-of-distribution. Pervasive Mob. Comput. Oded Leiba, Ron Bitton, Yechiav Yitzchak, Asaf Nadler, Davidoz Kashi, Asaf Shabtai
2019	J	`jnl`	MaskDGA: A Black-box Evasion Technique Against DGA Classifiers and Adversarial Defenses. CoRR Lior Sidi, Asaf Nadler, Asaf Shabtai
2019	J	`jnl`	Network bottlenecks in OLSR based ad-hoc networks. Ad Hoc Networks Nadav Schweitzer, Ariel Stulman, Tirza Hirst, Roy David Margalit, Asaf Shabtai
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	—	`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`	The Security of IP-based Video Surveillance Systems. CoRR Naor Kalbo, Yisroel Mirsky, Asaf Shabtai, 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`	VizADS-B: Analyzing Sequences of ADS-B Images Using Explainable Convolutional LSTM Encoder-Decoder to Detect Cyber Attacks. CoRR Sefi Akerman, Edan Habler, Asaf Shabtai
2019	J	`jnl`	When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP Signatures. CoRR Gil Fidel, Ron Bitton, Asaf Shabtai
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	J	`jnl`	Analysis of Location Data Leakage in the Internet Traffic of Android-based Mobile Devices. CoRR Nir Sivan, Ron Bitton, Asaf Shabtai
2018	J	`jnl`	Anomaly detection; Industrial control systems; convolutional neural networks. CoRR Moshe Kravchik, Asaf Shabtai
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	—	`conf`	Detecting Cyber Attacks in Industrial Control Systems Using Convolutional Neural Networks. CPS-SPC@CCS Moshe Kravchik, Asaf Shabtai
2018	J	`jnl`	Generation of Automatic and Realistic Artificial Profiles. CoRR Abigail Paradise, Dvir Cohen, Asaf Shabtai, Rami Puzis
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	—	`conf`	Incentivized Delivery Network of IoT Software Updates Based on Trustless Proof-of-Distribution. EuroS&P Workshops Oded Leiba, Yechiav Yitzchak, Ron Bitton, Asaf Nadler, Asaf Shabtai
2018	J	`jnl`	Incentivized Delivery Network of IoT Software Updates Based on Trustless Proof-of-Distribution. CoRR Oded Leiba, Yechiav Yitzchak, Ron Bitton, Asaf Nadler, Asaf Shabtai
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	Misc	`conf`	Leaking data from enterprise networks using a compromised smartwatch device. SAC Shachar Siboni, Asaf Shabtai, 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`	MDGAN: Boosting Anomaly Detection Using Multi-Discriminator Generative Adversarial Networks. CoRR Yotam Intrator, Gilad Katz, Asaf Shabtai
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	—	`conf`	On the Security of MIL-STD-1553 Communication Bus. ISSA/CSITS@ESORICS Orly Stan, Adi Cohen, Yuval Elovici, Asaf Shabtai
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	—	`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	B	`conf`	ProfileGen: Generation of Automatic and Realistic Artificial Profiles. ASONAM Abigail Paradise, Dvir Cohen, Asaf Shabtai, Rami Puzis
2018	—	`conf`	Session details: AI for Detecting Attacks. AISec@CCS Asaf Shabtai
2018	—	`conf`	Session details: AI for Detecting Software Vulnerabilities. AISec@CCS Asaf Shabtai
2018	J	`jnl`	Shattered Trust: When Replacement Smartphone Components Attack. CoRR Omer Shwartz, Amir Cohen, Asaf Shabtai, Yossi Oren
2018	—	`ch.`	Socialbots. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Abigail Paradise, Rami Puzis, Asaf Shabtai
2018	J	`jnl`	Taxonomy of mobile users' security awareness. Comput. Secur. Ron Bitton, Andrey Finkelshtein, Lior Sidi, Rami Puzis, Lior Rokach, Asaf Shabtai
2018	J	`jnl`	Transfer Learning for User Action Identication in Mobile Apps via Encrypted Trafc Analysis. IEEE Intell. Syst. Edita Grolman, Andrey Finkelshtein, Rami Puzis, Asaf Shabtai, Gershon Celniker, Ziv Katzir, Liron Rosenfeld
2018	J	`jnl`	Using LSTM encoder-decoder algorithm for detecting anomalous ADS-B messages. Comput. Secur. Edan Habler, Asaf Shabtai
2018	J	`jnl`	Vertical Ensemble Co-Training for Text Classification. ACM Trans. Intell. Syst. Technol. Gilad Katz, Cornelia Caragea, Asaf Shabtai
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
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`	Anomaly detection for smartphone data streams. Pervasive Mob. Comput. Yisroel Mirsky, Asaf Shabtai, Bracha Shapira, Yuval Elovici, Lior Rokach
2017	J	`jnl`	Classification of Smartphone Users Using Internet Traffic. CoRR Andrey Finkelstein, Ron Biton, Rami Puzis, Asaf Shabtai
2017	J	`jnl`	Contradiction Based Gray-Hole Attack Minimization for Ad-Hoc Networks. IEEE Trans. Mob. Comput. Nadav Schweitzer, Ariel Stulman, Roy David Margalit, Asaf Shabtai
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`	Detection of Malicious and Low Throughput Data Exfiltration Over the DNS Protocol. CoRR Asaf Nadler, Avi Aminov, Asaf Shabtai
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	J	`jnl`	Dynamic radius and confidence prediction in grid-based location prediction algorithms. Pervasive Mob. Comput. Itay Hazan, Asaf Shabtai
2017	J	`jnl`	Fast-CBUS: A fast clustering-based undersampling method for addressing the class imbalance problem. Neurocomputing Nir Ofek, Lior Rokach, Roni Stern, Asaf Shabtai
2017	—	`conf`	From Smashed Screens to Smashed Stacks: Attacking Mobile Phones Using Malicious Aftermarket Parts. EuroS&P Workshops Omer Shwartz, Guy Shitrit, Asaf Shabtai, Yossi Oren
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	—	`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`	Personal-discount sensitivity prediction for mobile coupon conversion optimization. J. Assoc. Inf. Sci. Technol. Asnat Greenstein-Messica, Lior Rokach, Asaf Shabtai
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`	Shattered Trust: When Replacement Smartphone Components Attack. WOOT Omer Shwartz, Amir Cohen, Asaf Shabtai, Yossi Oren
2017	—	`conf`	The Curious Case of the Curious Case: Detecting Touchscreen Events Using a Smartphone Protective Case. EuroS&P Workshops Tomer Gluck, Rami Puzis, Yossi Oren, Asaf Shabtai
2017	J	`jnl`	Using LSTM Encoder-Decoder Algorithm for Detecting Anomalous ADS-B Messages. CoRR Edan Habler, Asaf Shabtai
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	J	`jnl`	Anomaly Detection Using the Knowledge-based Temporal Abstraction Method. CoRR Asaf Shabtai
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`	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`	Mitigating Denial of Service Attacks in OLSR Protocol Using Fictitious Nodes. IEEE Trans. Mob. Comput. Nadav Schweitzer, Ariel Stulman, Asaf Shabtai, Roy David Margalit
2016	A	`conf`	Neighbor Contamination to Achieve Complete Bottleneck Control. MSWiM Nadav Schweitzer, Ariel Stulman, Asaf Shabtai
2016	A*	`conf`	POSTER: Towards Exposing Internet of Things: A Roadmap. CCS Vinay Sachidananda, Jinghui Toh, Shachar Siboni, Asaf Shabtai, 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	—	`conf`	Spot the Hotspot: Wi-Fi Hotspot Classification from Internet Traffic. SBP-BRiMS Andrey Finkelshtein, Rami Puzis, Asaf Shabtai, Bronislav Sidik
2016	J	`jnl`	The Security of WebRTC. CoRR Ben Feher, Lior Sidi, Asaf Shabtai, Rami Puzis
2016	J	`jnl`	Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis. Cogn. Comput. Nir Ofek, Soujanya Poria, Lior Rokach, Erik Cambria, Amir Hussain, Asaf Shabtai
2015	—	`conf`	Detecting Computers in Cyber Space Maliciously Exploited as SSH Proxies. SECITC Idan Morad, Asaf Shabtai
2015	J	`jnl`	Evaluation of Security Solutions for Android Systems. CoRR Asaf Shabtai, Dudu Mimran, Yuval Elovici
2015	B	`conf`	Hunting Organization-Targeted Socialbots. ASONAM Abigail Paradise, Asaf Shabtai, Rami Puzis
2015	B	`conf`	Leak Sinks: The Threat of Targeted Social Eavesdropping. ASONAM Yasmin Bokobza, Abigail Paradise, Guy Rapaport, Rami Puzis, Bracha Shapira, Asaf Shabtai
2015	—	`conf`	Noise Reduction of Mobile Sensors Data in the Prediction of Demographic Attributes. MOBILESoft Itay Hazan, Asaf Shabtai
2015	—	`conf`	Sensor-Based Approach for Predicting Departure Time of Smartphone Users. MOBILESoft Ron Biton, Gilad Katz, Asaf Shabtai
2015	C	`conf`	Towards Security of Native DRM Execution in HTML5. ISM David Livshits, Alexandra Mikityuk, Stefan Pham, Asaf Shabtai
2015	—	`conf`	Up-High to Down-Low: Applying Machine Learning to an Exploit Database. SECITC Yisroel Mirsky, Noam Cohen, Asaf Shabtai
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	—	`ch.`	Adapted Features and Instance Selection for Improving Co-training. Interactive Knowledge Discovery and Data Mining in Biomedical Informatics Gilad Katz, Asaf Shabtai, Lior Rokach
2014	J	`jnl`	Anti-Reconnaissance Tools: Detecting Targeted Socialbots. IEEE Internet Comput. Abigail Paradise, Rami Puzis, Asaf Shabtai
2014	J	`jnl`	ConfDTree: A Statistical Method for Improving Decision Trees. J. Comput. Sci. Technol. Gilad Katz, Asaf Shabtai, Lior Rokach, Nir Ofek
2014	J	`jnl`	Dynamic Latent Expertise Mining in Social Networks. IEEE Internet Comput. Nir Ofek, Asaf Shabtai
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`	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`	POSTER: Misuseablity Analysis for IT Infrastructure. CCS Asaf Shabtai, Yuval Elovici
2014	J	`jnl`	TM-Score: A Misuseability Weight Measure for Textual Content. IEEE Trans. Inf. Forensics Secur. Arik Vartanian, Asaf Shabtai
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	J	`jnl`	Content-based data leakage detection using extended fingerprinting CoRR Yuri Shapira, Bracha Shapira, Asaf Shabtai
2013	A*	`conf`	Detecting malware through temporal function-based features. CCS Eitan Menahem, Asaf Shabtai, Adi Levhar
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	J	`jnl`	Optimizing Data Misuse Detection. ACM Trans. Knowl. Discov. Data Asaf Shabtai, Maya Bercovitch, Lior Rokach, Yuval Elovici
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	A*	`conf`	ConfDTree: Improving Decision Trees Using Confidence Intervals. ICDM Gilad Katz, Asaf Shabtai, Lior Rokach, Nir Ofek
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`	M-Score: A Misuseability Weight Measure. IEEE Trans. Dependable Secur. Comput. Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici
2011	C	`conf`	Analyzing group communication for preventing data leakage via email. ISI Polina Zilberman, Shlomi Dolev, Gilad Katz, Yuval Elovici, Asaf Shabtai
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`	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	A*	`conf`	Poster: applying unsupervised context-based analysis for detecting unauthorized data disclosure. CCS Ma'ayan Gafny, Asaf Shabtai, Lior Rokach, Yuval Elovici
2010	—	`conf`	Analyzing Group Communication for Preventing Accidental Data Leakage via Email. CollSec Polina Zilberman, Asaf Shabtai, Lior Rokach
2010	—	`conf`	Applying Behavioral Detection on Android-Based Devices. MOBILWARE Asaf Shabtai, Yuval Elovici
2010	C	`conf`	Automated Static Code Analysis for Classifying Android Applications Using Machine Learning. CIS Asaf Shabtai, Yuval Fledel, Yuval Elovici
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`	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	B	`conf`	Malware Detection on Mobile Devices. Mobile Data Management Asaf Shabtai
2010	J	`jnl`	Securing Android-Powered Mobile Devices Using SELinux. IEEE Secur. Priv. Asaf Shabtai, Yuval Fledel, Yuval Elovici
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	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	J	`jnl`	Improving malware detection by applying multi-inducer ensemble. Comput. Stat. Data Anal. Eitan Menahem, Asaf Shabtai, Lior Rokach, Yuval Elovici
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	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
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