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
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Learning-Aided Physical Layer Authentication as an Intelligent Process
Authors: He Fang, Xianbin Wang, Lajos Hanzo | Published: 2018-08-07
Adversarial Vision Challenge
Authors: Wieland Brendel, Jonas Rauber, Alexey Kurakin, Nicolas Papernot, Behar Veliqi, Marcel Salathé, Sharada P. Mohanty, Matthias Bethge | Published: 2018-08-06 | Updated: 2018-12-06
OptStream: Releasing Time Series Privately
Authors: Ferdinando Fioretto, Pascal Van Hentenryck | Published: 2018-08-06 | Updated: 2018-10-30
Structured Adversarial Attack: Towards General Implementation and Better Interpretability
Authors: Kaidi Xu, Sijia Liu, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin | Published: 2018-08-05 | Updated: 2019-02-19
ATMPA: Attacking Machine Learning-based Malware Visualization Detection Methods via Adversarial Examples
Authors: Xinbo Liu, Jiliang Zhang, Yaping Lin, He Li | Published: 2018-08-05 | Updated: 2019-12-30
Active Learning for Wireless IoT Intrusion Detection
Authors: Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang | Published: 2018-08-04
DeepCloak: Adversarial Crafting As a Defensive Measure to Cloak Processes
Authors: Mehmet Sinan Inci, Thomas Eisenbarth, Berk Sunar | Published: 2018-08-03 | Updated: 2020-04-23
Machine Learning Aided Static Malware Analysis: A Survey and Tutorial
Authors: Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke | Published: 2018-08-03
Cyber Threat Intelligence : Challenges and Opportunities
Authors: Mauro Conti, Ali Dehghantanha, Tooska Dargahi | Published: 2018-08-03