Poisoning Attacks to Graph-Based Recommender Systems

Author:

Fang Minghong1,Yang Guolei2,Gong Neil Zhenqiang1,Liu Jia1

Affiliation:

1. Iowa State University

2. Facebook, Inc.

Publisher

ACM

Reference37 articles.

1. 2018. Cambridge Analytica. https://www.theguardian.com/technology/2018/mar/17/facebook-cambridge-analytica-kogan-data-algorithm 2018. Cambridge Analytica. https://www.theguardian.com/technology/2018/mar/17/facebook-cambridge-analytica-kogan-data-algorithm

2. Amazon Instant Video Dataset. 2018. http://jmcauley.ucsd.edu/data/amazon/ Amazon Instant Video Dataset. 2018. http://jmcauley.ucsd.edu/data/amazon/

3. Supervised random walks

4. "You Might Also Like:" Privacy Risks of Collaborative Filtering

5. Preventing shilling attacks in online recommender systems

Cited by 138 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Robust graph embedding via Attack-aid Graph Denoising;Information Sciences;2024-09

2. Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures;ACM Computing Surveys;2024-07-25

3. Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

4. LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols;IEEE Transactions on Knowledge and Data Engineering;2024-07

5. PARL: Poisoning Attacks Against Reinforcement Learning-based Recommender Systems;Proceedings of the 19th ACM Asia Conference on Computer and Communications Security;2024-07

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3