Understanding the Vulnerability of CLIP to Image Compression

Cangxiong Chen, Vinay P. Namboodiri, Julian Padget

CLIP is a widely used foundational vision-language model that is used for zero-shot image recognition and other image-text alignment tasks. We demonstrate that CLIP is vulnerable t…