Distributionally Adversarial Attack

Authors: Tianhang Zheng, Changyou Chen, Kui Ren | Published: 2018-08-16 | Updated: 2018-12-06

Anomaly Detection in Cyber Network Data Using a Cyber Language Approach

Authors: Bartley D. Richardson, Benjamin J. Radford, Shawn E. Davis, Keegan Hines, David Pekarek | Published: 2018-08-15

Mitigating Sybils in Federated Learning Poisoning

Authors: Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh | Published: 2018-08-14 | Updated: 2020-07-15

Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures

Authors: Mengjia Yan, Christopher Fletcher, Josep Torrellas | Published: 2018-08-14

Mitigating Location Privacy Attacks on Mobile Devices using Dynamic App Sandboxing

Authors: Sashank Narain, Guevara Noubir | Published: 2018-08-13

Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks

Authors: Fan Yang, Zhiyuan Chen | Published: 2018-08-10

Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection

Authors: Xiao Chen, Chaoran Li, Derui Wang, Sheng Wen, Jun Zhang, Surya Nepal, Yang Xiang, Kui Ren | Published: 2018-08-10 | Updated: 2021-11-16

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