Towards Assessment of Randomized Smoothing Mechanisms for Certifying Adversarial Robustness
Authors: Tianhang Zheng, Di Wang, Baochun Li, Jinhui Xu | Published: 2020-05-15 | Updated: 2020-06-07
Algorithm
DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses
Authors: Yaxin Li, Wei Jin, Han Xu, Jiliang Tang | Published: 2020-05-13
Byzantine-Robust Decentralized Stochastic Optimization over Static and Time-Varying Networks
Authors: Jie Peng, Weiyu Li, Qing Ling | Published: 2020-05-12 | Updated: 2020-12-18
Spanning Attack: Reinforce Black-box Attacks with Unlabeled Data
Authors: Lu Wang, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Yuan Jiang | Published: 2020-05-11 | Updated: 2020-11-10
Cloud-based Federated Boosting for Mobile Crowdsensing
Authors: Zhuzhu Wang, Yilong Yang, Yang Liu, Ximeng Liu, Brij B. Gupta, Jianfeng Ma | Published: 2020-05-09
Provable Training of a ReLU Gate with an Iterative Non-Gradient Algorithm
Authors: Sayar Karmakar, Anirbit Mukherjee | Published: 2020-05-08 | Updated: 2022-04-01
MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation
Authors: Sanjay Kariyappa, Atul Prakash, Moinuddin Qureshi | Published: 2020-05-06 | Updated: 2022-10-28
Insider Threat Detection Based on Stress Recognition Using Keystroke Dynamics
Authors: Azamat Sultanov, Konstantin Kogos | Published: 2020-05-06
Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder
Authors: Guanlin Li, Shuya Ding, Jun Luo, Chang Liu | Published: 2020-05-06
Depth-2 Neural Networks Under a Data-Poisoning Attack
Authors: Sayar Karmakar, Anirbit Mukherjee, Theodore Papamarkou | Published: 2020-05-04 | Updated: 2022-06-29