DFGNN: An interpretable and generalized graph neural network for deepfakes detection.
Fatima KhalidAli JavedQurat-ul AinHafsa IlyasAun IrtazaPublished in: Expert Syst. Appl. (2023)
Keyphrases
- neural network
- object detection
- detection rate
- pattern recognition
- random walk
- detection algorithm
- detection method
- graph theory
- automatic detection
- detection accuracy
- face detection
- false positives
- artificial neural networks
- false alarms
- graph structure
- genetic algorithm
- learning vector quantization
- graph mining
- graph partitioning
- directed acyclic graph
- neural nets
- bp neural network
- recurrent neural networks
- event detection
- anomaly detection
- rough sets
- image segmentation