Artificial Intelligence #deep residual injection#forensic signal perception
Deep Residual Injection Method Enables Full-Spectrum Forensic AI Detection in Multimodal Models
Researchers propose Deep Visual Residual MLLM (Deep-VRM), a method that injects low-level artifact signals into multimodal large language models without disrupting pre-trained semantic knowledge. The approach achieves state-of-the-art detection of AI-generated images across multiple benchmarks.
Jun 16, 2026 1 source