Get Started
Home
Topics
Search
Library
Research questionHow can image forensics detect manipulated text, locate altered regions, and ground explanations in evidence?Text-centric image generation and editing can produce plausible content whose authenticity is difficult to assess. Forensic analysis must connect an authenticity decision with the precise altered regions and evidence supporting the explanation.
AI
Computer Vision
Evaluation & Benchmarks
Image & Video Processing
Multimodal Models
Latest papersRecent research connected to this question, newest first.Evidence-Guided Detection, Localization and Explanation for Text-Centric Image ForensicsApplies to the described evidence-guided detector-localizer-reasoner system for text-centric images, including image-level detection, tampered-region localization, and structured reports produced from forensic evidence. Reported evidence is limited to a 0.638 score and second-place ranking on the official hidden GenText-Forensics Challenge test set.research paper · Sep 2, 2026
Related questions
How can image forensics distinguish real, fully synthetic, and tampered images while localizing altered pixels?How can text-guided image editing explain edits while keeping provenance resistant to white-box removal?How can counterfactual image edits be audited for a shared latent explanation across regions?How can AI-generated text detectors expose evidence users can inspect and act on?