2 papers
cs.CV2025
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Razaib Tariq, Minji Heo, Simon S. Woo +1
Deepfake detection remains a pressing challenge, particularly in real-world settings where smartphone-captured media from digital screens often introduces Moiré artifacts that can…
cs.CV2025
FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection
Minji Heo, Simon S. Woo
Multi-step or hybrid deepfakes, created by sequentially applying different deepfake creation methods such as Face-Swapping, GAN-based generation, and Diffusion methods, can pose an…