Planning Data Poisoning Attacks on Heterogeneous Recommender Systems in a Multiplayer Setting

Author:

Yeh Chin-Yuan1,Chen Hsi-Wen2,Yang De-Nian3,Lee Wang-Chien4,Yu Philip S.5,Chen Ming-Syan1

Affiliation:

1. National Taiwan University,Graduate Institute of Communication Engineering,Taiwan

2. National Taiwan University,Department of Electrical Engineering,Taiwan

3. Academia Sinica,Institute of Information Science,Taiwan

4. The Pennsylvania State University,Department of Computer Science and Engineering,USA

5. University of Illinois Chicago,Department of Computer Science,USA

Publisher

IEEE

Reference88 articles.

1. Data poisoning attacks on factorization-based collaborative filtering;li;Advances in neural information processing systems,2016

2. Adversarial Attack on Community Detection by Hiding Individuals

3. ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation

4. Adversarial attack on graph structured data;dai;ICML,2018

5. 22 ways to ask for reviews (with copy/paste templates);mccormick,2022

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1. Stealthy attack on graph recommendation system;Expert Systems with Applications;2024-12

2. Interactive Trimming Against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

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