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Book Open access Aug 2026

EvoFEND: Dual Memory-Driven Self-Evolving Fake News Detection

Real-world fake news is inherently dynamic: evidence within an event accumulates and conflicts over time, while deceptive tactics shift across events. However, most prior work formulates detection as a static, one-shot classification problem over fixed snapshots. This mismatch ignores the lifecycle of news and leaves d...

Beizhe Hu, Qiang Sheng, Hao Mi et al. · 0 citations
#generative ai Preprint Sep 2026

Multi-Tool Image Editing Attribution in Facial Forgery

As generative AI tools become increasingly powerful and easy to use, people can easily edit portrait images with a prompt, necessitating the task of image editing attribution, which predicts the involved editing tools from the given image. Existing attribution methods hold the single-tool assumption and can only attrib...

Sheng Liu, Qiang Sheng, Danding Wang et al. · 0 citations

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