Poisoning Self-supervised Learning Based Sequential Recommendations

Author:

Wang Yanling1ORCID,Liu Yuchen1ORCID,Wang Qian2ORCID,Wang Cong3ORCID,Li Chenliang2ORCID

Affiliation:

1. Wuhan University & City University of Hong Kong, Wuhan; Hong Kong, China

2. Wuhan University, Wuhan, China

3. City University of Hong Kong, Hong Kong, China

Funder

the Hong Kong RGC

National Natural Science Foundation of China

National Key R&D Program of China

Publisher

ACM

Reference61 articles.

1. Controlling Popularity Bias in Learning-to-Rank Recommendation

2. Classification features for attack detection in collaborative recommender systems

3. Nicholas Carlini and Andreas Terzis . 2022 . Poisoning and backdooring contrastive learning . In Proc. of ICLR. Nicholas Carlini and Andreas Terzis. 2022. Poisoning and backdooring contrastive learning. In Proc. of ICLR.

4. Knowledge-enhanced Black-box Attacks for Recommendations

5. Adversarial attacks on an oblivious recommender

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