arxiveess.IVcs.CVcs.LG2026-07-07
Format-Controlled Multi-Scale JPEG Compression Response Analysis for Image-Level Forgery Screening
Image forgery detection is a critical task in digital forensics, yet many deep-learning localization approaches are typically GPU-accelerated and computationally heavier than handcrafted screening methods. We propose a lightweight, interpretable feature engineering pipeline for i…