Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures.

Wei Yuan|Quoc Viet Hung Nguyen|Tieke He|Liang Chen|Hongzhi Yin


Anthology ID:DBLP:conf/sigir/YuanNHCY23
Volume:Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
Year:2023
Venue:Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Publisher:ACM
Pages:1690-1699
URL:https://doi.org/10.1145/3539618.3591722
DOI:https://doi.org/10.1145/3539618.3591722
DBLP:conf/sigir/YuanNHCY23
BibTeX:
@inproceedings{yuan-2023-manipulating, author = {Wei Yuan and Quoc Viet Hung Nguyen and Tieke He and Liang Chen and Hongzhi Yin}, editor = {Hsin-Hsi Chen and Wei-Jou (Edward) Duh and Hen-Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete}, title = {{Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures}}, booktitle = {{Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}}, pages = {1690--1699}, publisher = {ACM}, year = {2023}, url = {https://doi.org/10.1145/3539618.3591722}, doi = {https://doi.org/10.1145/3539618.3591722} }