Introduces DIFE framework to audit CLIP backdoor exposure across deployment interfaces and proposes BadTextTower to create text-conditioned backdoors that spare visual-only reuse.
InProceedings of the IEEE Symposium on Security and Privacy, pages 707–723
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Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors
Introduces DIFE framework to audit CLIP backdoor exposure across deployment interfaces and proposes BadTextTower to create text-conditioned backdoors that spare visual-only reuse.