A Review of Computer Vision Methods in Network Security
Authors: Jiawei Zhao, Rahat Masood, Suranga Seneviratne | Published: 2020-05-07
マルウェア分類
Mind the Gap: On Bridging the Semantic Gap between Machine Learning and Information Security
Authors: Michael R. Smith, Nicholas T. Johnson, Joe B. Ingram, Armida J. Carbajal, Ramyaa Ramyaa, Evelyn Domschot, Christopher C. Lamb, Stephen J. Verzi, W. Philip Kegelmeyer | Published: 2020-05-04
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware?
Authors: Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli | Published: 2020-05-04 | Updated: 2021-05-27
NetML: A Challenge for Network Traffic Analytics
Authors: Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li | Published: 2020-04-25
Scalable and Secure Architecture for Distributed IoT Systems
Authors: Najmeddine Dhieb, Hakim Ghazzai, Hichem Besbes, Yehia Massoud | Published: 2020-04-20
Deep Learning and Open Set Malware Classification: A Survey
Authors: Jingyun Jia | Published: 2020-04-08
MAB-Malware: A Reinforcement Learning Framework for Attacking Static Malware Classifiers
Authors: Wei Song, Xuezixiang Li, Sadia Afroz, Deepali Garg, Dmitry Kuznetsov, Heng Yin | Published: 2020-03-06 | Updated: 2021-04-29
Feature-level Malware Obfuscation in Deep Learning
Authors: Keith Dillon | Published: 2020-02-10
Cyber Threat Intelligence : Challenges and Opportunities
Authors: Mauro Conti, Ali Dehghantanha, Tooska Dargahi | Published: 2018-08-03
Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior
Authors: Vineeth S. Bhaskara, Debanjan Bhattacharyya | Published: 2018-07-19 | Updated: 2018-07-30