Privacy-preserving DeepFake face image detection.
Beijing ChenXin LiuZhihua XiaGuoying ZhaoPublished in: Digit. Signal Process. (2023)
Keyphrases
- privacy preserving
- face images
- face recognition
- human faces
- privacy preserving data mining
- facial expressions
- privacy preservation
- facial features
- object detection
- sensitive information
- principal component analysis
- vertically partitioned data
- feature extraction
- feature vectors
- high resolution
- face recognition algorithms
- multi party
- private information
- low resolution
- age estimation
- face representation and recognition
- face databases
- input image
- horizontally partitioned data
- secure multiparty computation
- detection accuracy
- privacy sensitive
- data privacy
- low resolution face images
- privacy protection
- face detection
- face verification
- pose variations
- differential privacy
- face model
- detection method
- scalar product
- detection algorithm
- privacy concerns
- data sets
- training set
- feature selection
- computer vision
- databases