Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks
Authors: Ka-Ho Chow, Wenqi Wei, Yanzhao Wu, Ling Liu | Published: 2019-08-21 | Updated: 2019-10-26
AdaCliP: Adaptive Clipping for Private SGD
Authors: Venkatadheeraj Pichapati, Ananda Theertha Suresh, Felix X. Yu, Sashank J. Reddi, Sanjiv Kumar | Published: 2019-08-20 | Updated: 2019-10-23
Transferring Robustness for Graph Neural Network Against Poisoning Attacks
Authors: Xianfeng Tang, Yandong Li, Yiwei Sun, Huaxiu Yao, Prasenjit Mitra, Suhang Wang | Published: 2019-08-20 | Updated: 2020-02-26
Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses
Authors: Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Peter Chin | Published: 2019-08-20
Automated email Generation for Targeted Attacks using Natural Language
Authors: Avisha Das, Rakesh Verma | Published: 2019-08-19
Verification of Neural Network Control Policy Under Persistent Adversarial Perturbation
Authors: Yuh-Shyang Wang, Tsui-Wei Weng, Luca Daniel | Published: 2019-08-18
Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks
Authors: Jiadong Lin, Chuanbiao Song, Kun He, Liwei Wang, John E. Hopcroft | Published: 2019-08-17 | Updated: 2020-02-03
On the Adversarial Robustness of Subspace Learning
Authors: Fuwei Li, Lifeng Lai, Shuguang Cui | Published: 2019-08-17
Adversarial shape perturbations on 3D point clouds
Authors: Daniel Liu, Ronald Yu, Hao Su | Published: 2019-08-16 | Updated: 2020-10-23
The Next 700 Policy Miners: A Universal Method for Building Policy Miners
Authors: Carlos Cotrini, Luca Corinzia, Thilo Weghorn, David Basin | Published: 2019-08-16 | Updated: 2019-08-27