Data Poisoning Attacks on Factorization-Based Collaborative Filtering

Data Poisoning Attacks on Factorization-Based Collaborative Filtering

29 August 2016

Aarti Singh

Yevgeniy Vorobeychik

Papers citing "Data Poisoning Attacks on Factorization-Based Collaborative Filtering"

8 / 58 papers shown

Title
Data Poisoning against Differentially-Private Learners: Attacks and Defenses Yuzhe Ma Xiaojin Zhu Justin Hsu SILM 19 157 0 23 Mar 2019
Attacking Graph-based Classification via Manipulating the Graph Structure Binghui Wang Neil Zhenqiang Gong AAML 28 152 0 01 Mar 2019
Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems Bashir Rastegarpanah Krishna P. Gummadi M. Crovella 24 119 0 02 Dec 2018
Poisoning Attacks to Graph-Based Recommender Systems Minghong Fang Guolei Yang Neil Zhenqiang Gong Jia-Wei Liu AAML 27 201 0 11 Sep 2018
Data Poisoning Attacks in Contextual Bandits Yuzhe Ma Kwang-Sung Jun Lihong Li Xiaojin Zhu AAML 17 67 0 17 Aug 2018
Adversarial Attacks on Neural Networks for Graph Data Daniel Zügner Amir Akbarnejad Stephan Günnemann GNN AAML OOD 25 1,054 0 21 May 2018
Stealing Hyperparameters in Machine Learning Binghui Wang Neil Zhenqiang Gong AAML 43 458 0 14 Feb 2018
Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise Dan Hendrycks Mantas Mazeika Duncan Wilson Kevin Gimpel NoLa 35 546 0 14 Feb 2018