Juntao Liu

Secure Recommender Systems: A Co-evolutionary Survey of Vulnerabilities, Attacks, and Defenses

Recommender systems (RS) increasingly mediate what users see, buy, and believe, making them attractive targets for malicious manipulation. As RS have progressed from traditional collaborative filtering to deep learning and, most recently, LLM-driven designs, the landscape has co-...