FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations.
Yonghyun JeongDoyeon KimYoungmin RoJongwon ChoiPublished in: CoRR (2022)
Keyphrases
- frequency analysis
- levels of abstraction
- detection method
- landmark detection
- higher level
- parameter tuning
- detection accuracy
- false alarms
- partial occlusion
- generalized hough transform
- robust detection
- detection scheme
- change detection
- detection algorithm
- computationally efficient
- data sets
- detection rate
- lower level
- object detection
- face recognition
- case study
- reliable detection
- website
- iris localization
- information systems