Ran Dubin - RankMe

54 papers B 1C 2Misc 2Journal 34Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User Anomalies. CCNC Revital Marbel, Yanir Cohen, Ran Dubin, Amit Dvir, Chen Hajaj
2026	—	`conf`	Quality of Experience Prediction for First-Person Shooter Online Gaming: The Case Study of Call of Duty. CCNC Yehonatan Zion, Eyal Paz, Ran Dubin, Amit Dvir, Chen Hajaj
2026	J	`jnl`	SafePickle: Robust and Generic ML Detection of Malicious Pickle-based ML Models. CoRR Hillel Ohayon, Daniel Gilkarov, Ran Dubin
2026	—	`conf`	Ultra-Fast Throughput Estimation based on Intelligent Network Sampling. CCNC Rivka Buskila, Amit Waizman Israel, Ran Dubin
2025	—	`conf`	A New D-MAGIC: Dynamic Model for Cybersecurity Attack Detection Using GNNs into Clustering. ICC Zohar Simhon, Matan Weiss, Chen Hajaj, Revital Marbel, Ran Dubin, Amit Dvir
2025	J	`jnl`	A classification-by-retrieval framework for few-shot anomaly detection to detect API injection. Comput. Secur. Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj
2025	C	`conf`	AI-MTD: Zero-Trust Artificial Intelligence Model Security Based on Moving Target Defense. FedCSIS Daniel Gilkarov, Ran Dubin
2025	—	`conf`	Enhancing Encrypted Internet Traffic Classification Through Advanced Data Augmentation Techniques. ICC Yehonatan Zion, Porat Aharon, Ran Dubin, Amit Dvir, Chen Hajaj
2025	J	`jnl`	NeuPerm: Disrupting Malware Hidden in Neural Network Parameters by Leveraging Permutation Symmetry. CoRR Daniel Gilkarov, Ran Dubin
2025	—	`conf`	Optimized File Type Detection and One-Shot Retrieval. ICC Simona Lisker, Ayelet Butman, Chen Hajaj, Ran Dubin, Amit Dvir
2025	C	`conf`	Out-Of-Distribution Is Not Magic: The Clash Between Rejection Rate and Model Success. FedCSIS Itay Meiri, Ran Dubin, Amit Dvir, Chen Hajaj
2025	—	`conf`	PQClass: Classification of Post-Quantum Encryption Applications in Internet Traffic. ICC Angelos K. Marnerides, Chen Hajaj, Revital Marbel, Ran Dubin, Amit Dvir
2025	J	`jnl`	Zero-Trust Artificial Intelligence Model Security Based on Moving Target Defense and Content Disarm and Reconstruction. CoRR Daniel Gilkarov, Ran Dubin
2024	J	`jnl`	CBR - Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution. CoRR Amir Lukach, Ran Dubin, Amit Dvir, Chen Hajaj
2024	J	`jnl`	Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User Anomalies. CoRR Revital Marbel, Yanir Cohen, Ran Dubin, Amit Dvir, Chen Hajaj
2024	J	`jnl`	Content Disarm and Reconstruction of Microsoft Office OLE files. Comput. Secur. Ran Dubin
2024	J	`jnl`	Enhancing Encrypted Internet Traffic Classification Through Advanced Data Augmentation Techniques. CoRR Yehonatan Zion, Porat Aharon, Ran Dubin, Amit Dvir, Chen Hajaj
2024	J	`jnl`	Extending limited datasets with GAN-like self-supervision for SMS spam detection. Comput. Secur. Or Haim Anidjar, Revital Marbel, Ran Dubin, Amit Dvir, Chen Hajaj
2024	J	`jnl`	Few-Shot API Attack Anomaly Detection in a Classification-by-Retrieval Framework. CoRR Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj
2024	J	`jnl`	Few-Shot API Attack Detection: Overcoming Data Scarcity with GAN-Inspired Learning. CoRR Udi Aharon, Revital Marbel, Ran Dubin, Amit Dvir, Chen Hajaj
2024	—	`conf`	Hidden in Time, Revealed in Frequency: Spectral Features and Multiresolution Analysis for Encrypted Internet Traffic Classification. CCNC Nathan Dillbary, Roi Yozevitch, Amit Dvir, Ran Dubin, Chen Hajaj
2024	J	`jnl`	Model X-Ray: Detection of Hidden Malware in AI Model Weights using Few Shot Learning. CoRR Daniel Gilkarov, Ran Dubin
2024	J	`jnl`	OSF-EIMTC: An open-source framework for standardized encrypted internet traffic classification. Comput. Commun. Ofek Bader, Adi Lichy, Amit Dvir, Ran Dubin, Chen Hajaj
2024	J	`jnl`	Steganalysis of AI Models LSB Attacks. IEEE Trans. Inf. Forensics Secur. Daniel Gilkarov, Ran Dubin
2024	J	`jnl`	The art of time-bending: Data augmentation and early prediction for efficient traffic classification. Expert Syst. Appl. Chen Hajaj, Porat Aharon, Ran Dubin, Amit Dvir
2023	J	`jnl`	Content Disarm and Reconstruction of PDF Files. IEEE Access Ran Dubin
2023	J	`jnl`	Content Disarm and Reconstruction of RTF Files a Zero File Trust Methodology. IEEE Trans. Inf. Forensics Secur. Ran Dubin
2023	J	`jnl`	Disarming Attacks Inside Neural Network Models. IEEE Access Ran Dubin
2023	J	`jnl`	Disarming Steganography Attacks Inside Neural Network Models. CoRR Ran Dubin
2023	J	`jnl`	Open Image Content Disarm And Reconstruction. CoRR Eli Belkind, Ran Dubin, Amit Dvir
2023	J	`jnl`	Steganalysis of AI Models LSB Attacks. CoRR Daniel Gilkarov, Ran Dubin
2023	J	`jnl`	When a RF beats a CNN and GRU, together - A comparison of deep learning and classical machine learning approaches for encrypted malware traffic classification. Comput. Secur. Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj
2022	—	`conf`	MalDIST: From Encrypted Traffic Classification to Malware Traffic Detection and Classification. CCNC Ofek Bader, Adi Lichy, Chen Hajaj, Ran Dubin, Amit Dvir
2022	J	`jnl`	Open-Source Framework for Encrypted Internet and Malicious Traffic Classification. CoRR Ofek Bader, Adi Lichy, Amit Dvir, Ran Dubin, Chen Hajaj
2022	J	`jnl`	When a RF Beats a CNN and GRU, Together - A Comparison of Deep Learning and Classical Machine Learning Approaches for Encrypted Malware Traffic Classification. CoRR Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj
2020	J	`jnl`	Encrypted video traffic clustering demystified. Comput. Secur. Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan, Chen Hajaj
2019	J	`jnl`	A fair server adaptation algorithm for HTTP adaptive streaming using video complexity. Multim. Tools Appl. Ran Dubin, Raffael Shalala, Amit Dvir, Ofir Pele, Ofer Hadar
2019	Misc	`conf`	Clustering the Unknown - The Youtube Case. ICNC Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan
2019	J	`jnl`	MiSAL - A minimal quality representation switch logic for adaptive streaming. Multim. Tools Appl. Amit Dvir, Nissim Harel, Ran Dubin, Refael Barkan, Raffael Shalala, Ofer Hadar
2018	J	`jnl`	Adaptation logic for HTTP dynamic adaptive streaming using geo-predictive crowdsourcing for mobile users. Multim. Syst. Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach
2018	Misc	`conf`	Video QoE Prediction Based on User Profile. ICNC Raffael Shalala, Ran Dubin, Ofer Hadar, Amit Dvir
2018	J	`jnl`	Video Quality Representation Classification of Encrypted HTTP Adaptive Video Streaming. KSII Trans. Internet Inf. Syst. Ran Dubin, Ofer Hadar, Amit Dvir, Ofir Pele
2017	—	`conf`	Analyzing HTTPS encrypted traffic to identify user's operating system, browser and application. CCNC Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi, Itay Kirshenboim, Ran Dubin, Amit Dvir, Ofir Pele
2017	J	`jnl`	I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification. IEEE Trans. Inf. Forensics Secur. Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar
2016	J	`jnl`	Adaptation Logic for HTTP Dynamic Adaptive Streaming using Geo-Predictive Crowdsourcing. CoRR Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach
2016	J	`jnl`	Analyzing HTTPS Encrypted Traffic to Identify User Operating System, Browser and Application. CoRR Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi, Itay Kirshenboim, Ran Dubin, Amit Dvir, Ofir Pele
2016	J	`jnl`	I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification. CoRR Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar
2016	J	`jnl`	Real Time Video Quality Representation Classification of Encrypted HTTP Adaptive Video Streaming - the Case of Safari. CoRR Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Richman, Ofir Trabelsi
2016	—	`conf`	Video quality representation classification of Safari encrypted DASH streams. DMIAF Ran Dubin, Ofer Hadar, Itay Richman, Ofir Trabelsi, Amit Dvir, Ofir Pele
2015	—	`conf`	Hybrid Clustered Peer-Assisted DASH-SVC System. CIT/IUCC/DASC/PICom Ran Dubin, Ofer Hadar, Yariv Freifeld, Aviv Ruham, Amit Dvir, Nissim Harel, Refael Barkan
2015	—	`conf`	Multicast adaptive logic for Dynamic Adaptive Streaming over HTTP network. INFOCOM Workshops Ran Dubin, Amit Dvir, Ofer Hadar, Nissim Harel, Refael Barkan
2015	—	`conf`	Novel ad insertion technique for MPEG-DASH. CCNC Ran Dubin, Amit Dvir, Ofer Hadar, Tomer Frid, Alex Vesker
2015	—	`conf`	Video complexity hybrid traffic shaping for HTTP Adaptive Streaming. CCNC Ran Dubin, Amit Dvir, Ofer Hadar, Raffael Shalala, Ofir Ahark
2013	B	`conf`	The effect of client buffer and MBR consideration on DASH Adaptation Logic. WCNC Ran Dubin, Ofer Hadar, Amit Dvir