Poisoning Attacks and Defenses in Recommender Systems: A Survey

3 June 2024

Papers citing "Poisoning Attacks and Defenses in Recommender Systems: A Survey"

27 / 27 papers shown

Title
ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems Zehua Wang Min Gao Junliang Yu Xinyi Gao Quoc Viet Hung Nguyen S. Sadiq Hongzhi Yin AAML 86 2 0 18 Sep 2024
Stealthy Attack on Large Language Model based Recommendation Jinghao Zhang Yuting Liu Qiang Liu Shu Wu Guibing Guo Liang Wang 64 13 0 18 Feb 2024
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 103 337 0 05 Jul 2023
Shilling Black-box Review-based Recommender Systems through Fake Review Generation Hung-Yun Chiang Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai Jason J. S. Chang AAML 36 13 0 27 Jun 2023
Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense Yang Yu Qi Liu Likang Wu Runlong Yu Sanshi Lei Yu Zaixin Zhang FedML 54 47 0 11 Dec 2022
Efficient Bi-Level Optimization for Recommendation Denoising Zongwei Wang Min Gao Wentao Li Junliang Yu Linxin Guo Hongzhi Yin 53 30 0 19 Oct 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 76 47 0 21 Sep 2022
Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios Dazhong Rong Qinming He Jianhai Chen FedML 69 41 0 26 Apr 2022
FedRecAttack: Model Poisoning Attack to Federated Recommendation Dazhong Rong Shuai Ye Ruoyan Zhao Hon Ning Yuen Jianhai Chen Qinming He AAML FedML 52 57 0 01 Apr 2022
Conditional Prompt Learning for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VLM CLIP VPVLM 131 1,348 0 10 Mar 2022
Targeted Data Poisoning Attack on News Recommendation System by Content Perturbation Xudong Zhang Zan Wang Jingke Zhao Lanjun Wang AAML 20 10 0 04 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 273 30,109 0 01 Mar 2022
PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion Shijie Zhang Hongzhi Yin Tong Chen Zi Huang Quoc Viet Hung Nguyen Li-zhen Cui FedML AAML 67 96 0 21 Oct 2021
Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation Yiyu Liu Qian Liu Yu Tian Changping Wang Yanan Niu Yang Song Chenliang Li 86 53 0 28 Sep 2021
Ready for Emerging Threats to Recommender Systems? A Graph Convolution-based Generative Shilling Attack Fan Wu Min Gao Junliang Yu Zongwei Wang Kecheng Liu Wange Xu AAML 54 35 0 22 Jul 2021
Denoising User-aware Memory Network for Recommendation Zhiwei. Bian Shaojun Zhou Hao Xu Qihong Yang Zhenqi Sun Junjie Tang Guiquan Liu Kaikui Liu Xiaolong Li HAI AI4TS 83 36 0 12 Jul 2021
Learning Robust Recommenders through Cross-Model Agreement Yu Wang Xin Xin Zaiqiao Meng Xiangnan He J. Jose Fuli Feng 41 51 0 20 May 2021
Revisiting Adversarially Learned Injection Attacks Against Recommender Systems Jiaxi Tang Hongyi Wen Ke Wang AAML 34 82 0 11 Aug 2020
Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems Yuanjiang Cao Xiaocong Chen Lina Yao Xianzhi Wang W. Zhang AAML 36 43 0 14 Jun 2020
Practical Data Poisoning Attack against Next-Item Recommendation Hengtong Zhang Yaliang Li Bolin Ding Jing Gao AAML 38 74 0 07 Apr 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 298 1,989 0 02 Feb 2020
Data Poisoning Attacks on Neighborhood-based Recommender Systems Liang Chen Yangjun Xu Fenfang Xie Min Huang Zibin Zheng AAML 42 34 0 01 Dec 2019
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 67 443 0 12 Dec 2018
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 120 2,812 0 19 Aug 2017
Data Poisoning Attacks on Factorization-Based Collaborative Filtering Bo Li Yining Wang Aarti Singh Yevgeniy Vorobeychik AAML 74 344 0 29 Aug 2016
Wide & Deep Learning for Recommender Systems Heng-Tze Cheng L. Koc Jeremiah Harmsen T. Shaked Tushar Chandra ... Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu Hemal Shah HAI VLM 176 3,659 0 24 Jun 2016
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 586 12,704 0 11 Dec 2014