Asaf Shabtai

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Soavtorji

Yuval EloviciHead of Cyber@BGU, Director of Telekom Innovation Laboratories at BGU, Ben Gurion UniversityPreverjeni e-poštni naslov na bgu.ac.il
Lior RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevPreverjeni e-poštni naslov na bgu.ac.il
Ron BittonDepartment of software and information system engineering @ Ben Gurion universityPreverjeni e-poštni naslov na post.bgu.ac.il
Rami PuzisSoftware and Information Systems Engineering Department, Ben-Gurion University of the NegevPreverjeni e-poštni naslov na bgu.ac.il
Yisroel MirskyBen-Gurion UniversityPreverjeni e-poštni naslov na bgu.ac.il
Yair MeidanExperienced Data Scientist / Applied Machine Learning ResearcherPreverjeni e-poštni naslov na post.bgu.ac.il
Ishai RosenbergPhD Candidate, Ben-Gurion University of the NegevPreverjeni e-poštni naslov na post.bgu.ac.il
Gilad KatzBen-Gurion University, IsraelPreverjeni e-poštni naslov na bgu.ac.il
Nils Ole TippenhauerFaculty, CISPA Helmholtz Center for Information SecurityPreverjeni e-poštni naslov na cispa.de
moshe kravchikBen Gurion UniversityPreverjeni e-poštni naslov na post.bgu.ac.il
Asaf NadlerBen Gurion University of the NegevPreverjeni e-poštni naslov na post.bgu.ac.il
Robert MoskovitchSoftware and Information Systems Engineering, Ben Gurion University of the NegevPreverjeni e-poštni naslov na columbia.edu
Shlomi DolevBen-Gurion University of the NegevPreverjeni e-poštni naslov na cs.bgu.ac.il
Bracha ShapiraBen-Gurion University of the NegevPreverjeni e-poštni naslov na bgu.ac.il
Ziv KatzirBen-Gurion University, Department of Software and Information Systems EngineeringPreverjeni e-poštni naslov na post.bgu.ac.il
Nir OfekTechnion - Israel Institute of TechnologyPreverjeni e-poštni naslov na bgu.ac.il
Yuval ShaharProfessor of software and information systems engineering, Ben Gurion UniversityPreverjeni e-poštni naslov na bgu.ac.il
Battista BiggioFull Professor, University of Cagliari, ItalyPreverjeni e-poštni naslov na unica.it
Eitan MenahemIBMPreverjeni e-poštni naslov na post.bgu.ac.il
Gil FidelBen-Gurion University of the NegevPreverjeni e-poštni naslov na post.bgu.ac.il

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Asaf Shabtai

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

Preverjeni e-poštni naslov na bgu.ac.il

Computer and network security machine learning


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
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	1527	2018
Kitsune: an ensemble of autoencoders for online network intrusion detection Y Mirsky, T Doitshman, Y Elovici, A Shabtai arXiv preprint arXiv:1802.09089, 2018	1435	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	1073	2012
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	601	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	523	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	475	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	390	2018
Data leakage detection/prevention solutions A Shabtai, Y Elovici, L Rokach, A Shabtai, Y Elovici, L Rokach A Survey of Data Leakage Detection and Prevention Solutions, 17-37, 2012	333	2012
Detecting unknown malicious code by applying classification techniques on opcode patterns A Shabtai, R Moskovitch, C Feher, S Dolev, Y Elovici Security Informatics 1, 1-22, 2012	331	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	315	2017
Adversarial machine learning attacks and defense methods in the cyber security domain I Rosenberg, A Shabtai, Y Elovici, L Rokach ACM Computing Surveys (CSUR) 54 (5), 1-36, 2021	287	2021
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	259	2010
Securing Android-powered mobile devices using SELinux A Shabtai, Y Fledel, Y Elovici IEEE Security & Privacy 8 (3), 36-44, 2009	253	2009
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	250	2018
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	243	2014
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	226	2018
Efficient cyber attack detection in industrial control systems using lightweight neural networks and pca M Kravchik, A Shabtai IEEE transactions on dependable and secure computing 19 (4), 2179-2197, 2021	219	2021
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	213	2009
SoK: Security and privacy in the age of commercial drones B Nassi, R Bitton, R Masuoka, A Shabtai, Y Elovici 2021 IEEE symposium on security and privacy (SP), 1434-1451, 2021	205*	2021
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	180	2010

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