Robust Frame-Level Detection for Deepfake Videos With Lightweight Bayesian Inference Weighting.
Linjiang ZhouChao MaZepeng WangYixuan ZhangXiaochuan ShiLibing WuPublished in: IEEE Internet Things J. (2024)
Keyphrases
- lightweight
- bayesian inference
- video frames
- prior information
- bayesian model
- probabilistic model
- hyperparameters
- key frames
- video sequences
- hierarchical bayesian
- detection algorithm
- expectation propagation
- bayesian models
- statistical inference
- gibbs sampler
- video surveillance
- intrusion detection
- dos attacks
- variational inference
- wireless sensor networks
- machine learning
- communication infrastructure
- neighboring frames