LW-DeepFakeNet: a lightweight time distributed CNN-LSTM network for real-time DeepFake video detection.
Umar MasudMohd. SadiqSarfaraz MasoodMusheer AhmadAhmed A. Abd El-LatifPublished in: Signal Image Video Process. (2023)
Keyphrases
- lightweight
- real time
- face detection and tracking
- communication infrastructure
- wireless sensor networks
- real time video
- distributed network
- video delivery
- computer networks
- video processing
- peer to peer
- dos attacks
- face detection
- multimedia communication
- video streams
- network traffic
- multimedia
- transport protocol
- cellular neural networks
- surveillance videos
- network structure
- video data
- object detection
- video sequences
- network architecture
- video images
- video content
- video analysis
- video surveillance
- recurrent neural networks
- network resources
- communication networks
- distributed environment
- video frames
- development environments
- low cost