Author

Anderson Rocha

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#explainable ai Book Nov 2026

GenText-Forensics: Challenge on Explainable Forensics and Adversarial Generation for Text-Centric Images

RealText-V2 is developed and the GenText-Forensics Challenge at ACM Multimedia 2026 is launched to advance reasoning-based text-centric image forensics, and analysis shows that leading systems consistently adopt modular expert pipelines, localization remains the primary performance driver, and evidence conditioning is...

Fan-Wei Zeng, Jian-Shu Li, Chang-Tao Miao et al. · 1 citation

#artificial intelligence Preprint Oct 2026

Opening the Box Changes the Cat: LLMs Detect Chain-of-Thought Monitoring - What now?

It is observed that models can form statistical estimates of the monitor's effectiveness and use these estimates to guide attempts to evade detection, and highlight the need to evaluate CoT-based oversight under adaptive conditions, where the monitoring process itself may influence the behavior it seeks to observe.

Amir Jalilifard, Marcos M. Raimundo, Anderson Rocha · 0 citations