When Modalities Fail to Tango: Conformal Backdoor Detection in Multimodal Contrastive Learning

Yiming Chen, Kemou Li, Haiwei Wu +1

Backdoor attacks in multimodal contrastive learning (MCL) have garnered growing attention in recent years, as many downstream tasks critically depend on pre-trained MCL models. Exi…