TuneShield: Mitigating Toxicity in Conversational AI while Fine-tuning on Untrusted Data. - Aravind Cheruvu; Shravya Kanchi; Sifat Muhammad Abdullah; Nicholas Ka-Shing Kong; Daphne Yao; Murtuza Jadliwala; Bimal Viswanath (CoRR, 2025)

Optimus: A Robust Defense Framework for Mitigating Toxicity while Fine-Tuning Conversational AI. - Aravind Cheruvu; Shravya Kanchi; Sifat Muhammad Abdullah; Nicholas Ka-Shing Kong; Daphne Yao; Murtuza Jadliwala; Bimal Viswanath (CODASPY, 2026)