Author

Anastasia Antsiferova

3 papers indexed here

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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

WARP: A Unified Benchmark for Invisible Image Watermarking -- Robustness and Protection Against Attacks

Digital image watermarking is increasingly critical in media contexts, as emerging regulations and industry practices require marking AI-generated content and ensuring traceable sources to prevent manipulation or misuse. Recent advances in invisible watermarking methods highlight the need to update existing benchmarkin...

Khaled Abud, A. Yakushev, Aleksandr Akimenkov 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