Rethinking Feature Conditioning for Robust Forged Media Detection in Edge AI Sensing Systems

Izaldein Al-Zyoud, Abdulmotaleb El Saddik

Generalization under manipulation and dataset shift remains a core challenge in forged media detection for AI-driven edge sensing systems. Frozen vision foundation models with line…