Evaluating Ensemble Robustness Against Adversarial Attacks
Authors: George Adam, Romain Speciel | Published: 2020-05-12
Robustness Verification for Classifier Ensembles
Authors: Dennis Gross, Nils Jansen, Guillermo A. Pérez, Stephan Raaijmakers | Published: 2020-05-12 | Updated: 2020-07-09
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
Provable Robust Classification via Learned Smoothed Densities
Authors: Saeed Saremi, Rupesh Srivastava | Published: 2020-05-09
Estimating g-Leakage via Machine Learning
Authors: Marco Romanelli, Konstantinos Chatzikokolakis, Catuscia Palamidessi, Pablo Piantanida | Published: 2020-05-09 | Updated: 2021-11-24
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
Towards Robustness against Unsuspicious Adversarial Examples
Authors: Liang Tong, Minzhe Guo, Atul Prakash, Yevgeniy Vorobeychik | Published: 2020-05-08 | Updated: 2020-10-08
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
A Review of Computer Vision Methods in Network Security
Authors: Jiawei Zhao, Rahat Masood, Suranga Seneviratne | Published: 2020-05-07