Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.
Davide Alessandro CoccominiRoberto CaldelliClaudio GennaroGiuseppe FiameniGiuseppe AmatoFabrizio FalchiPublished in: CoRR (2024)
Keyphrases
- frequency analysis
- detection algorithm
- false positives
- detection rate
- automatic detection
- detection method
- detection scheme
- low frequency
- object detection
- pattern detection
- event detection
- detection accuracy
- pattern mining
- weak signal
- pattern discovery
- information systems
- change detection
- anomaly detection
- support vector