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 | 319 | 2019 |
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 | 137 | 2008 |
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 | 133 | 2014 |
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 | 126 | 2018 |
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 | 125 | 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 | 109 | 2016 |
USB-based attacks N Nissim, R Yahalom, Y Elovici Computers & Security 70, 675-688, 2017 | 108 | 2017 |
Unknown malcode detection and the imbalance problem R Moskovitch, D Stopel, C Feher, N Nissim, N Japkowicz, Y Elovici Journal in computer virology 5, 295-308, 2009 | 85 | 2009 |
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 | 84 | 2016 |
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, 459-475, 2012 | 74 | 2012 |
Improving the detection of unknown computer worms activity using active learning R Moskovitch, N Nissim, D Stopel, C Feher, R Englert, Y Elovici KI 2007: Advances in Artificial Intelligence: 30th Annual German Conference …, 2007 | 64 | 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 | 55 | 2014 |
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 | 51 | 2018 |
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 | 49 | 2019 |
Malicious code detection using active learning R Moskovitch, N Nissim, Y Elovici International Workshop on Privacy, Security, and Trust in KDD, 74-91, 2008 | 49 | 2008 |
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 | 46 | 2020 |
MalJPEG: Machine Learning Based Solution for the Detection of Malicious JPEG Images A Cohen, N Nissim, Y Elovici IEEE Access 8, 19997 - 20011, 2020 | 46 | 2020 |
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, 795-833, 2016 | 46 | 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 | 44 | 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, 1-20, 2016 | 44 | 2016 |