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City University of Macau
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MLLMs can be manipulated to produce harmful outputs from benign inputs, exposing a critical vulnerability in their safety mechanisms.
Current image watermarks are easily bypassed by pixel-wise reconstruction, raising serious questions about their effectiveness as a defense against misuse of machine-generated images.
