RecAD: Towards A Unified Library for Recommender Attack and Defense

Author:

WANG CHANGSHENG1ORCID,Ye Jianbai1ORCID,Wang Wenjie2ORCID,Gao Chongming1ORCID,Feng Fuli1ORCID,He Xiangnan1ORCID

Affiliation:

1. University of Science and Technology of China, China

2. National University of Singapore, Singapore

Publisher

ACM

Reference55 articles.

1. Quick and accurate attack detection in recommender systems through user attributes

2. Martin Arjovsky , Soumith Chintala , and Léon Bottou . 2017 . Wasserstein Generative Adversarial Networks . In Proceedings of the 34th International Conference on Machine Learning, Doina Precup and Yee Whye Teh (Eds.). Vol. 70 . PMLR, 214–223. Martin Arjovsky, Soumith Chintala, and Léon Bottou. 2017. Wasserstein Generative Adversarial Networks. In Proceedings of the 34th International Conference on Machine Learning, Doina Precup and Yee Whye Teh (Eds.). Vol. 70. PMLR, 214–223.

3. Keqin Bao Jizhi Zhang Yang Zhang Wenjie Wang Fuli Feng and Xiangnan He. 2023. TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation. Keqin Bao Jizhi Zhang Yang Zhang Wenjie Wang Fuli Feng and Xiangnan He. 2023. TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation.

4. Runa Bhaumik , Chad Williams , Bamshad Mobasher , and Robin Burke . 2006 . Securing collaborative filtering against malicious attacks through anomaly detection . In Proceedings of the 4th workshop on intelligent techniques for web personalization (ITWP’06) , Boston. AAAI, 10. Runa Bhaumik, Chad Williams, Bamshad Mobasher, and Robin Burke. 2006. Securing collaborative filtering against malicious attacks through anomaly detection. In Proceedings of the 4th workshop on intelligent techniques for web personalization (ITWP’06), Boston. AAAI, 10.

5. Robin Burke , Bamshad Mobasher , and Runa Bhaumik . 2005 . Limited knowledge shilling attacks in collaborative filtering systems . In Proceedings of 3rd international workshop on intelligent techniques for web personalization (ITWP), 19th international joint conference on artificial intelligence (IJCAI). IJCAI, 17–24 . Robin Burke, Bamshad Mobasher, and Runa Bhaumik. 2005. Limited knowledge shilling attacks in collaborative filtering systems. In Proceedings of 3rd international workshop on intelligent techniques for web personalization (ITWP), 19th international joint conference on artificial intelligence (IJCAI). IJCAI, 17–24.

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