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Adversarial Testing and Policy Refinement
Linked challenge: Building Adversarial Deepfake Detection
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Conduct iterative testing using a diverse dataset of real images, generated deepfakes, and carefully crafted adversarial prompts. Use the 'Red Team Agent' to systematically attempt to bypass your moderation system. Based on the 'Moderation Agent's' failure cases, refine your agent's prompts, update moderation policies (via RAG), and enhance the multimodal analysis logic. Document the evolution of your system's robustness.