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APT achieves a remarkable 0.92 IoU in tamper localization, outperforming existing methods that collapse to random performance in real-world scenarios.
RoME achieves superior robustness against multiple adversarial threats by intelligently routing them through specialized expert pathways, outperforming existing methods in both accuracy and resilience.
You can now audit the privacy of text-to-image diffusion models even without access to the original text captions, thanks to a new attack that synthesizes its own conditioning inputs.
