Author

A. Gushchin

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Preprint Sep 2026

Team MSU GenText-Forensics Challenge 2026 Technical Report

Document text forgery has evolved beyond simple pixel-level manipulation: modern attacks alter not only the appearance of a document but also its meaning, and increasingly target the OCR&LLM pipelines that consume such documents. The ACM MM 2026 GenText-Forensics challenge therefore requires systems that not only decid...

Kirill Koltsov, A. Gushchin, D. Vatolin et al. · 0 citations

#artificial intelligence Preprint Sep 2026

REALIS: A Curated Dataset for Studying the Challenges of AI Image Detection

AI-generated image detectors are often evaluated on benchmarks where real and synthetic images differ in content, quality, or generation artifacts, allowing models to rely on dataset-specific cues and fail on unfamiliar generators or processed images. Existing datasets provide limited support for evaluating these chall...

A. Gushchin, Khaled Abud, G. Bychkov et al. · 0 citations