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insight - AI Security
Analysis of Transfer Attack on Image Watermarks
Watermark-based AI-generated image detectors are vulnerable to transfer evasion attacks, even in the absence of access to detection APIs.
Defending Object Detection AI Models Against Adversarial Patch Attacks
Robust defense strategies are crucial in countering adversarial patch attacks on object detection AI models.
A Unified Watermarking Framework for IP Protection in Diffusion Models
Protecting AI-generated content through a unified watermarking framework in diffusion models.
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
GUARDT2I introduces a generative moderation framework to enhance T2I models' safety against adversarial prompts.
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