2026
DTBF: Combining Local Statistical Artifacts and Concept Alignment for Synthetic Image Detection
In general, the cross-generator generalization and robustness against attacks are two main challenges in AI-generated image detection. To address this, we put forward a synthetic image detector (DTBF), a two-branch architecture followed by a jointly-optimized concatenation (JOC), aiming at capturing low-level artifacts...
Shaowei Weng, Rui Li, Lifang Yu et al.
· IEEE Signal Processing Lette... · 0 citations