Sparse Autoencoders as Plug-and-Play Firewalls for Adversarial Attack Detection in VLMs

Hao Wang, Yiqun Sun, Pengfei Wei +2

Vision-language models (VLMs) have advanced rapidly and are increasingly deployed in real-world applications, especially with the rise of agent-based systems. However, their safety…