Asaf Shabtai

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Yuval EloviciHead of Cyber@BGU, Director of Telekom Innovation Laboratories at BGU, Ben Gurion UniversityVerified email at bgu.ac.il
Lior RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Ron BittonDepartment of software and information system engineering @ Ben Gurion universityVerified email at post.bgu.ac.il
Rami PuzisSoftware and Information Systems Engineering Department, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Yisroel MirskyBen-Gurion UniversityVerified email at bgu.ac.il
Yair MeidanPh.D., Data Scientist / Machine Learning Expert at eToroVerified email at post.bgu.ac.il
Ishai RosenbergPhD Candidate, Ben-Gurion University of the NegevVerified email at post.bgu.ac.il
Gilad KatzBen-Gurion University, IsraelVerified email at bgu.ac.il
Nils Ole TippenhauerFaculty, CISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Robert MoskovitchSoftware and Information Systems Engineering, Ben Gurion University of the NegevVerified email at columbia.edu
Shlomi DolevBen-Gurion University of the NegevVerified email at cs.bgu.ac.il
Asaf NadlerBen Gurion University of the NegevVerified email at post.bgu.ac.il
moshe kravchikBen Gurion UniversityVerified email at post.bgu.ac.il
Bracha ShapiraBen-Gurion University of the NegevVerified email at bgu.ac.il
Ziv KatzirBen-Gurion University, Department of Software and Information Systems EngineeringVerified email at post.bgu.ac.il
Nir OfekTechnion - Israel Institute of TechnologyVerified email at bgu.ac.il
Yuval ShaharProfessor of software and information systems engineering, Ben Gurion UniversityVerified email at bgu.ac.il
Eitan MenahemIBMVerified email at post.bgu.ac.il
Battista BiggioAssociate Professor at University of Cagliari, Co-Founder of Pluribus OneVerified email at unica.it
Gil FidelBen-Gurion University of the NegevVerified email at post.bgu.ac.il

Asaf Shabtai

Software and Information Systems Engineering, Telekom Innovation Labs, Ben Gurion University

Verified email at bgu.ac.il

Computer and network security machine learning


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N-baiot—network-based detection of iot botnet attacks using deep autoencoders Y Meidan, M Bohadana, Y Mathov, Y Mirsky, A Shabtai, D Breitenbacher, ... IEEE Pervasive Computing 17 (3), 12-22, 2018	1110	2018
“Andromaly”: a behavioral malware detection framework for android devices A Shabtai, U Kanonov, Y Elovici, C Glezer, Y Weiss Journal of Intelligent Information Systems 38 (1), 161-190, 2012	1030	2012
Kitsune: an ensemble of autoencoders for online network intrusion detection Y Mirsky, T Doitshman, Y Elovici, A Shabtai arXiv preprint arXiv:1802.09089, 2018	959	2018
Google android: A comprehensive security assessment A Shabtai, Y Fledel, U Kanonov, Y Elovici, S Dolev, C Glezer IEEE Security & Privacy 8 (2), 35-44, 2010	595	2010
ProfilIoT: A machine learning approach for IoT device identification based on network traffic analysis Y Meidan, M Bohadana, A Shabtai, JD Guarnizo, M Ochoa, ... Proceedings of the symposium on applied computing, 506-509, 2017	441	2017
Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey A Shabtai, R Moskovitch, Y Elovici, C Glezer information security technical report 14 (1), 16-29, 2009	429	2009
Detecting cyber attacks in industrial control systems using convolutional neural networks M Kravchik, A Shabtai Proceedings of the 2018 workshop on cyber-physical systems security and …, 2018	297	2018
Detecting unknown malicious code by applying classification techniques on opcode patterns A Shabtai, R Moskovitch, C Feher, S Dolev, Y Elovici Security Informatics 1 (1), 1-22, 2012	297	2012
Detection of unauthorized IoT devices using machine learning techniques Y Meidan, M Bohadana, A Shabtai, M Ochoa, NO Tippenhauer, ... arXiv preprint arXiv:1709.04647, 2017	268	2017
A survey of data leakage detection and prevention solutions A Shabtai, Y Elovici, L Rokach Springer Science & Business Media, 2012	264	2012
Securing Android-powered mobile devices using SELinux A Shabtai, Y Fledel, Y Elovici IEEE Security & Privacy 8 (3), 36-44, 2009	256	2009
Automated static code analysis for classifying android applications using machine learning A Shabtai, Y Fledel, Y Elovici 2010 international conference on computational intelligence and security …, 2010	254	2010
Mobile malware detection through analysis of deviations in application network behavior A Shabtai, L Tenenboim-Chekina, D Mimran, L Rokach, B Shapira, ... Computers & Security 43, 1-18, 2014	225	2014
Generic black-box end-to-end attack against state of the art API call based malware classifiers I Rosenberg, A Shabtai, L Rokach, Y Elovici Research in Attacks, Intrusions, and Defenses: 21st International Symposium …, 2018	195	2018
Security testbed for Internet-of-Things devices S Siboni, V Sachidananda, Y Meidan, M Bohadana, Y Mathov, S Bhairav, ... IEEE transactions on reliability 68 (1), 23-44, 2018	192	2018
Improving malware detection by applying multi-inducer ensemble E Menahem, A Shabtai, L Rokach, Y Elovici Computational Statistics & Data Analysis 53 (4), 1483-1494, 2009	186	2009
Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method A Shabtai, U Kanonov, Y Elovici Journal of systems and Software 83 (8), 1524-1537, 2010	178	2010
Google android: A state-of-the-art review of security mechanisms A Shabtai, Y Fledel, U Kanonov, Y Elovici, S Dolev arXiv preprint arXiv:0912.5101, 2009	153	2009
Detection of malicious and low throughput data exfiltration over the DNS protocol A Nadler, A Aminov, A Shabtai Computers & Security 80, 36-53, 2019	145	2019
Siphon: Towards scalable high-interaction physical honeypots JD Guarnizo, A Tambe, SS Bhunia, M Ochoa, NO Tippenhauer, A Shabtai, ... Proceedings of the 3rd ACM Workshop on Cyber-Physical System Security, 57-68, 2017	142	2017

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