2 papers
cs.AI2026
Safety Beyond the Interface: Detecting Harm via Latent States in Large Language Models
Alizishaan Khatri, Chiquita Prabhu, Omkar Neogi
Autonomous systems increasingly rely on Large Language Models (LLMs) yet the safety infrastructure surrounding these models introduces latency and compute overhead. This limits uti…
cs.CV2026
Latent Space Probing for Adult Content Detection in Video Generative Models
Alizishaan Khatri, Chiquita Prabhu
The rapid proliferation of AI-powered video generation systems has introduced significant challenges in content moderation, particularly with respect to adult and sexually explicit…