SemanticShield: LLM-Powered Audits Expose Shilling Attacks in Recommender Systems

Kaihong Li, Huichi Zhou, Bin Ma +1

Recommender systems (RS) are widely used in e-commerce for personalized suggestions, yet their openness makes them susceptible to shilling attacks, where adversaries inject fake be…