AINeutralarXiv – CS AI · Mar 37/103
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Towards Transferable Defense Against Malicious Image Edits
Researchers propose TDAE, a new defense framework that protects images from malicious AI-powered edits by using imperceptible perturbations and coordinated image-text optimization. The system employs FlatGrad Defense Mechanism for visual protection and Dynamic Prompt Defense for textual enhancement, achieving better cross-model transferability than existing methods.