technique

image manipulation detection

techniqueactiveimage-manipulation-detection-27f2b056·1 events·first seen 27d ago

Aliases: image manipulation detection

Co-occurring entities

AUDITS image manipulation localization diffusion-based inpainting

More like this (12)

image manipulation localization image segmentation AI image verification misalignment detection information-driven imaging framework Motor Imagery Classification MMDiT ImageNet Watermarking diffusion-based inpainting Document AI Thinking-with-Images

Recent events (1)

5arXiv · cs.LG·27d ago·source ↗

AUDITS: A Comprehensive Benchmark for Image Manipulation Localization Across Multiple Analysis Axes

Researchers introduce AUDITS (Analysis Under Domain-shifts, qualIty, Type, and Size), a benchmark of over 530K images designed to evaluate image manipulation detection across multiple axes including domain shift, manipulation type, and size. The dataset draws from user and news photos and incorporates recent diffusion-based inpaintings. Experiments assess the robustness of existing manipulation detection methods under various domain shifts, aiming to advance development of more generalizable detection approaches.

Evaluation and Benchmarking AI Safety Research AUDITS image manipulation detection image manipulation localization +2 more