Adversarial attacks by attaching noise markers on the face against deep face recognition.
Gwonsang RyuHosung ParkDaeseon ChoiPublished in: J. Inf. Secur. Appl. (2021)
Keyphrases
- face recognition
- face images
- human faces
- face databases
- facial images
- face recognition systems
- method for face recognition
- face identification
- face space
- recognize faces
- facial expressions
- pose variations
- face recognition algorithms
- elastic bunch graph matching
- face verification
- face analysis
- face detection
- robust face recognition
- face matching
- discriminant analysis
- noisy data
- frontal face images
- principal component analysis
- illumination insensitive
- signal to noise ratio
- noise level
- facial features
- recognizing faces
- feature extraction
- person identification
- recognition rate
- noise reduction
- recognition accuracy
- illumination variations
- countermeasures
- linear subspace
- illumination normalization
- facial recognition
- recognition algorithm
- missing data
- geometric attacks
- facial expression recognition
- orl database
- illumination conditions
- frontal view
- feature vectors
- feature points
- linear discriminant analysis
- additive noise
- computer vision
- d morphable model
- high resolution
- eye detection
- face alignment
- sparse representation
- face model