Data Poisoning Attacks and Defenses to Crowdsourcing Systems

Data Poisoning Attacks and Defenses to Crowdsourcing Systems

18 February 2021

Qi Li

Neil Zhenqiang Gong

Papers citing "Data Poisoning Attacks and Defenses to Crowdsourcing Systems"

5 / 5 papers shown

Title
Robust Decision Aggregation with Adversarial Experts Yongkang Guo Yuqing Kong 19 0 0 13 Mar 2024
XMAM:X-raying Models with A Matrix to Reveal Backdoor Attacks for Federated Learning Jianyi Zhang Fangjiao Zhang Qichao Jin Zhiqiang Wang Xiaodong Lin X. Hei AAML FedML 17 0 0 28 Dec 2022
PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong 17 33 0 13 May 2022
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping Xiaoyu Cao Minghong Fang Jia Liu Neil Zhenqiang Gong FedML 102 595 0 27 Dec 2020
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 177 1,014 0 29 Nov 2018