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"

10 / 10 papers shown

Title
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent Liang-bo Ning Shijie Wang Wenqi Fan Qing Li Xin Xu Hao Chen Feiran Huang AAML 65 17 0 13 Apr 2025
Preventing the Popular Item Embedding Based Attack in Federated Recommendations Junxuan Zhang Huan Li Dazhong Rong Yan Zhao Ke Chen Lidan Shou AAML 108 4 0 18 Feb 2025
DV-FSR: A Dual-View Target Attack Framework for Federated Sequential Recommendation Qitao Qin Yucong Luo Mingyue Cheng Qingyang Mao Chenyi Lei FedML 83 0 0 31 Dec 2024
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 132 1 0 16 Dec 2024
Poison-splat: Computation Cost Attack on 3D Gaussian Splatting Jiahao Lu Yifan Zhang Qiuhong Shen Xinchao Wang Shuicheng Yan 3DGS 78 1 0 10 Oct 2024
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 71 2 0 18 Sep 2024
Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library Lei Cheng Xiaowen Huang Jitao Sang Jian Yu AAML 40 1 0 27 Apr 2024
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 146 1,066 0 03 Dec 2012
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 89 1,580 0 27 Jun 2012
Low-rank Matrix Recovery from Errors and Erasures Yudong Chen A. Jalali Sujay Sanghavi Constantine Caramanis 83 166 0 03 Apr 2011