Security of Distributed Machine Learning: A Game-Theoretic Approach to Design Secure DSVM
Authors: Rui Zhang, Quanyan Zhu | Published: 2020-03-08 | Updated: 2020-04-26
敵対的攻撃手法
Identifying Audio Adversarial Examples via Anomalous Pattern Detection
Authors: Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan | Published: 2020-02-13 | Updated: 2020-07-25
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks
Authors: Roi Pony, Itay Naeh, Shie Mannor | Published: 2020-02-12 | Updated: 2021-06-04
Attack based DoS attack detection using multiple classifier
Authors: Mohamed Abushwereb, Muhannad Mustafa, Mouhammd Al-kasassbeh, Malik Qasaimeh | Published: 2020-01-16
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning
Authors: Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov | Published: 2020-01-14
Advbox: a toolbox to generate adversarial examples that fool neural networks
Authors: Dou Goodman, Hao Xin, Wang Yang, Wu Yuesheng, Xiong Junfeng, Zhang Huan | Published: 2020-01-13 | Updated: 2020-08-26
Playing it Safe: Adversarial Robustness with an Abstain Option
Authors: Cassidy Laidlaw, Soheil Feizi | Published: 2019-11-25
One Man’s Trash is Another Man’s Treasure: Resisting Adversarial Examples by Adversarial Examples
Authors: Chang Xiao, Changxi Zheng | Published: 2019-11-25 | Updated: 2019-11-27
Adversarial Attack with Pattern Replacement
Authors: Ziang Dong, Liang Mao, Shiliang Sun | Published: 2019-11-25
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference
Authors: Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa | Published: 2019-11-23