Membership Inference Attack Against Large Language Model-Based Recommendation Systems: A New Distillation-Based Paradigm

Cuihong Li, Xiaowen Huang 0001, Chuanhuan Yin, Jitao Sang 0001. Membership Inference Attack Against Large Language Model-Based Recommendation Systems: A New Distillation-Based Paradigm. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 22859-22868, AAAI Press, 2026. [doi]

Abstract

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