nocaps

Researchers find single hub text exploits vulnerabilities in CLIP cross-modal encoders

Researchers have identified a vulnerability in cross-modal encoders like CLIP, which map text and images into a shared embedding space. They discovered that a single "hub text" can generate high similarity scores with n…