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News/Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors
arxiv
PublishedJune 17, 2026 at 4:00 AM
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Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors

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arXiv:2606.17815v1 Announce Type: cross Abstract: Contrastive Language-Image Pre-training models are widely reused across downstream interfaces, including feature extraction, retrieval, reranking, and selection. Existing CLIP backdoor, however, usually validate attacks on a small attack-native task,

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