Nir Nissim

Trusted detection of ransomware in a private cloud using machine learning methods leveraging meta-features from volatile memory

Aviad Cohen, Nir Nissim · Expert Systems with Applications · 2018 · 129 citations

Ransomware, Machine Learning, Data Science +14

Novel active learning methods for enhanced PC malware detection in windows OS

Nir Nissim, Robert Moskovitch, Lior Rokach et al. · Expert Systems with Applications · 2014 · 119 citations

Engineering, Machine Learning, Evasion Technique +5

Unknown malcode detection via text categorization and the imbalance problem

Robert Moskovitch, Dima Stopel, Clint Feher et al. · 2008 · 100 citations

Engineering, Machine Learning, Evasion Technique +22

ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology

Nir Nissim, Aviad Cohen, Yuval Elovici · IEEE Transactions on Information Forensics and Security · 2016 · 98 citations

Natural Language Processing, Engineering, Machine Learning +15

Detection of malicious PDF files and directions for enhancements: A state-of-the art survey

Nir Nissim, Aviad Cohen, Chanan Glezer et al. · Computers & Security · 2014 · 92 citations

State-of-the Art Survey, Engineering, Evasion Technique +7