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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Hongning Li

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2026

PMCF: A Progressive Multi-Level Collaborative Framework for Face Forgery Detection

The rapid advancement of deepfake image generation poses significant threats to information security and social trust, with forgery artifacts exhibiting multi-scale characteristics from micro-level noise to macro-level semantic anomalies.Existing detection methods are limited by single-scale feature extraction and inef...

Hongning Li, Zengzhang Li, Haijie Du et al. · 0 citations

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