ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks
Authors: Guanxiong Liu, Issa Khalil, Abdallah Khreishah | Published: 2019-04-17
機械学習手法
Helping IT and OT Defenders Collaborate
Authors: Glenn A. Fink, Penny McKenzie | Published: 2019-04-16
On Machine Learning DoS Attack Identification from Cloud Computing Telemetry
Authors: João Henrique Corrêa, Patrick Marques Ciarelli, Moises R. N. Ribeiro, Rodolfo da Silva Villaca | Published: 2019-04-11
Machine Learning in IoT Security: Current Solutions and Future Challenges
Authors: Fatima Hussain, Rasheed Hussain, Syed Ali Hassan, Ekram Hossain | Published: 2019-03-14
Peek-a-Boo: I see your smart home activities, even encrypted!
Authors: Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, Selcuk Uluagac | Published: 2018-08-08 | Updated: 2020-05-13
Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer
Authors: Hsueh-Ti Derek Liu, Michael Tao, Chun-Liang Li, Derek Nowrouzezahrai, Alec Jacobson | Published: 2018-08-08 | Updated: 2019-02-17
Learning-Aided Physical Layer Authentication as an Intelligent Process
Authors: He Fang, Xianbin Wang, Lajos Hanzo | Published: 2018-08-07
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial
Authors: Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke | Published: 2018-08-03
Robust Blind Deconvolution via Mirror Descent
Authors: Sathya N. Ravi, Ronak Mehta, Vikas Singh | Published: 2018-03-21
Resilient Monotone Sequential Maximization
Authors: Vasileios Tzoumas, Ali Jadbabaie, George J. Pappas | Published: 2018-03-21 | Updated: 2020-12-16