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Binyan Xu

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• From Internal Diagnosis to External Auditing: A VLM-Driven Paradigm for Data-Free Online Backdoor Defense
• Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization