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Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark E

BACKGROUND
1 SIGNALFIRST DETECTED 17 July 2026
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25 Mar
SAiW: Source-Attributable Invisible Watermarking for Proactive Deepfake Defense

arXiv:2603.23178v1 Announce Type: new Abstract: Deepfakes generated by modern generative models pose a serious threat to information integrity, digital identity, and public trust.

REPORT · WHAT · ArXiv CS.AIOPEN STORY
8 May
MedFabric and EtHER: A Data-Centric Framework for Word-Level Fabrication Generation and Detection in Medical LLMs

arXiv:2605.04180v1 Announce Type: cross Abstract: Large Language Models exhibit strong reasoning and semantic understanding capabilities but often hallucinate in domains that

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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