Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Data Poisoning Attacks and Defenses to Crowdsourcing Systems

Feb 18, 2021
Minghong Fang, Minghao Sun, Qi Li, Neil Zhenqiang Gong, Jin Tian, Jia Liu

* To appear in the Web Conference 2021 (WWW '21) 

  Access Paper or Ask Questions

Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning

Jan 27, 2021
Haibo Yang, Minghong Fang, Jia Liu

* Published as a conference paper at ICLR 2021 

  Access Paper or Ask Questions

FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Dec 27, 2020
Xiaoyu Cao, Minghong Fang, Jia Liu, Neil Zhenqiang Gong

* To appear in NDSS 2021 

  Access Paper or Ask Questions

Toward Low-Cost and Stable Blockchain Networks

Feb 26, 2020
Minghong Fang, Jia Liu

* Accepted by IEEE ICC 2020 

  Access Paper or Ask Questions

Influence Function based Data Poisoning Attacks to Top-N Recommender Systems

Feb 19, 2020
Minghong Fang, Neil Zhenqiang Gong, Jia Liu

* Accepted by WWW 2020; This is technical report version 

  Access Paper or Ask Questions

Private and Communication-Efficient Edge Learning: A Sparse Differential Gaussian-Masking Distributed SGD Approach

Jan 19, 2020
Xin Zhang, Minghong Fang, Jia Liu, Zhengyuan Zhu


  Access Paper or Ask Questions

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

Nov 26, 2019
Minghong Fang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong

* The paper was submitted to Usenix Security Symposium in February 2019 and will appear in Usenix Security Symposium 2020 

  Access Paper or Ask Questions

Byzantine-Resilient Stochastic Gradient Descent for Distributed Learning: A Lipschitz-Inspired Coordinate-wise Median Approach

Sep 10, 2019
Haibo Yang, Xin Zhang, Minghong Fang, Jia Liu


  Access Paper or Ask Questions

Poisoning Attacks to Graph-Based Recommender Systems

Sep 11, 2018
Minghong Fang, Guolei Yang, Neil Zhenqiang Gong, Jia Liu

* 34th Annual Computer Security Applications Conference (ACSAC), 2018; Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract appearing here is slightly shorter than that in the PDF file 

  Access Paper or Ask Questions