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School of Information and Artificial Intelligence, Yangzhou University, China
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SSL models can be backdoored with nearly undetectable triggers that still achieve high attack success rates, even against common defenses.
Self-supervised diffusion models are vulnerable to stealthy backdoor attacks on their representation layers, allowing for precise control of image generation upon trigger activation.
