FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations.
Yonghyun JeongDoyeon KimYoungmin RoJongwon ChoiPublished in: AAAI (2022)
Keyphrases
- detection accuracy
- partial occlusion
- detection method
- automatic detection
- generalized hough transform
- landmark detection
- levels of abstraction
- detection rate
- detection algorithm
- anomaly detection
- false alarms
- detection scheme
- information systems
- event detection
- computationally efficient
- database
- video sequences
- parameter tuning
- robust estimation
- image processing
- noisy environments
- driver assistance systems
- genetic algorithm