Nir Nissim

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Yuval EloviciHead of Cyber@BGU, Director of Telekom Innovation Laboratories at BGU, Ben Gurion UniversityVerified email at bgu.ac.il
Aviad CohenPh.D., Software and Information Systems Engineering in Ben-GurionVerified email at post.bgu.ac.il
Lior RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Yuval ShaharProfessor of software and information systems engineering, Ben Gurion UniversityVerified email at bgu.ac.il
George HripcsakColumbia UniversityVerified email at columbia.edu
Ori Or-MeirBen Gurion UniversityVerified email at post.bgu.ac.il
Asaf ShabtaiSoftware and Information Systems Engineering, Telekom Innovation Labs, Ben Gurion UniversityVerified email at bgu.ac.il
Nicholas P TatonettiAssociate Professor, Columbia UniversityVerified email at columbia.edu
Mary Regina Boland, MA, MPhil, PhD,...Assistant Professor of Informatics, University of PennsylvaniaVerified email at upenn.edu
Eitam SheetritPh.D. Student at Ben-Gurion UniversityVerified email at bgu.ac.il
Daniel NahmiasBen Gurion University of the NegevVerified email at post.bgu.ac.il
Nathalie JapkowiczAmerican UniversityVerified email at american.edu
Ran YahalomBen-Gurion University of the NegevVerified email at cs.bgu.ac.il
Denis KlimovVerified email at post.bgu.ac.il
Ofir LandauBen-Gurion UniversityVerified email at post.bgu.ac.il
Matan KintzlingerResearcher at the Malware-Lab at the Cyber Security Research Center at Ben Gurion UniversityVerified email at post.bgu.ac.il
Andrea LanziAssociate Professor at Department Computer Science at University of MilanVerified email at unimi.it
Jian WuAssistant Professor of Computer Science, Old Dominion UniversityVerified email at cs.odu.edu
Amos KatzProfessor (MD) of Cardiology, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Nitzan FarhiMachine Learning ResearcherVerified email at mail.tau.ac.il

Nir Nissim

Head of the Malware-Lab, Ben-Gurion University

Verified email at post.bgu.ac.il - Homepage

Cyber Security Data Science Machine Learning Biomedical Informatics


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Unknown malcode detection via text categorization and the imbalance problem R Moskovitch, D Stopel, C Feher, N Nissim, Y Elovici 2008 IEEE international conference on intelligence and security informatics …, 2008	121	2008
Dynamic malware analysis in the modern era—A state of the art survey O Or-Meir, N Nissim, Y Elovici, L Rokach ACM Computing Surveys (CSUR) 52 (5), 1-48, 2019	108	2019
Novel active learning methods for enhanced PC malware detection in windows OS N Nissim, R Moskovitch, L Rokach, Y Elovici Expert Systems with Applications 41 (13), 5843-5857, 2014	106	2014
Detection of malicious PDF files and directions for enhancements: A state-of-the art survey N Nissim, A Cohen, C Glezer, Y Elovici Computers & Security 48, 246-266, 2015	93	2015
ALDOCX: detection of unknown malicious microsoft office documents using designated active learning methods based on new structural feature extraction methodology N Nissim, A Cohen, Y Elovici IEEE Transactions on Information Forensics and Security 12 (3), 631-646, 2016	78	2016
Unknown malcode detection and the imbalance problem R Moskovitch, D Stopel, C Feher, N Nissim, N Japkowicz, Y Elovici Journal in Computer Virology 5 (4), 295-308, 2009	76	2009
Trusted detection of ransomware in a private cloud using machine learning methods leveraging meta-features from volatile memory A Cohen, N Nissim Expert Systems with Applications 102 (Issue C), 158-178, 2018	75	2018
USB-based attacks N Nissim, R Yahalom, Y Elovici Computers & Security 70, 675-688, 2017	72	2017
Detecting unknown computer worm activity via support vector machines and active learning N Nissim, R Moskovitch, L Rokach, Y Elovici Pattern Analysis and Applications 15 (4), 459-475, 2012	65	2012
SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods A Cohen, N Nissim, L Rokach, Y Elovici Expert Systems with Applications 63, 324-343, 2016	51	2016
Improving the detection of unknown computer worms activity using active learning R Moskovitch, N Nissim, D Stopel, C Feher, R Englert, Y Elovici Annual Conference on Artificial Intelligence, 489-493, 2007	51	2007
Alpd: Active learning framework for enhancing the detection of malicious pdf files N Nissim, A Cohen, R Moskovitch, A Shabtai, M Edry, O Bar-Ad, Y Elovici 2014 IEEE Joint Intelligence and Security Informatics Conference, 91-98, 2014	49	2014
Malicious code detection using active learning R Moskovitch, N Nissim, Y Elovici International Workshop on Privacy, Security, and Trust in KDD, 74-91, 2008	41	2008
ALDROID: efficient update of Android anti-virus software using designated active learning methods N Nissim, R Moskovitch, O BarAd, L Rokach, Y Elovici Knowledge and Information Systems 49 (3), 795-833, 2016	39	2016
Trusted System-Calls Analysis Methodology Aimed at Detection of Compromised Virtual Machines Using Sequential Mining N Nissim, Y Lapidot, A Cohen, Y Elovici Knowledge-Based Systems 153 (1 August 2018,), Pages 147-175, 2018	36	2018
Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework N Nissim, A Cohen, R Moskovitch, A Shabtai, M Edri, O BarAd, Y Elovici Security Informatics 5 (1), 1-20, 2016	35	2016
Novel set of general descriptive features for enhanced detection of malicious emails using machine learning methods A Cohen, N Nissim, Y Elovici Expert Systems with Applications 110, 143-169, 2018	28	2018
Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments D Nahmias, A Cohen, N Nissim, Y Elovici Neural Networks 124, 243-257, 2020	24	2020
Temporal probabilistic profiles for sepsis prediction in the ICU E Sheetrit, N Nissim, D Klimov, Y Shahar Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019	22	2019
Improving condition severity classification with an efficient active learning based framework N Nissim, MR Boland, NP Tatonetti, Y Elovici, G Hripcsak, Y Shahar, ... Journal of biomedical informatics 61, 44-54, 2016	22	2016

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