Machine Learning in Cyber-Security – Problems, Challenges and Data Sets
Authors: Idan Amit, John Matherly, William Hewlett, Zhi Xu, Yinnon Meshi, Yigal Weinberger | Published: 2018-12-19 | Updated: 2019-04-22
マルウェア検出手法
Deep Transfer Learning for Static Malware Classification
Authors: Li Chen | Published: 2018-12-18
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
Authors: Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu | Published: 2018-12-10 | Updated: 2019-05-09
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
Authors: Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli | Published: 2018-03-12
Contaminant Removal for Android Malware Detection Systems
Authors: Lichao Sun, Xiaokai Wei, Jiawei Zhang, Lifang He, Philip S. Yu, Witawas Srisa-an | Published: 2017-11-07 | Updated: 2017-11-14
Computer activity learning from system call time series
Authors: Curt Hastings, Ronnie Mainieri | Published: 2017-11-06
Malware Detection by Eating a Whole EXE
Authors: Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles Nicholas | Published: 2017-10-25
Survey of Machine Learning Techniques for Malware Analysis
Authors: Daniele Ucci, Leonardo Aniello, Roberto Baldoni | Published: 2017-10-23 | Updated: 2018-11-26
Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection
Authors: TonTon Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao | Published: 2017-10-15
Performance Comparison of Intrusion Detection Systems and Application of Machine Learning to Snort System
Authors: Syed Ali Raza Shah, Biju Issac | Published: 2017-10-13 | Updated: 2017-11-07