2026
Exposing and Defending the Achilles' Heel of Video Mixture-of-Experts
ICLR 2026poster
Mixture-of-Experts (MoE) has demonstrated strong performance in video understanding tasks, yet its adversarial robustness remains underexplored. Existing attack methods often treat MoE as a unified architecture, overlooking the independent and collaborative weaknesses of key components such as route…