Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces.
Fahad ShamshadKoushik SrivatsanKarthik NandakumarPublished in: CVPR (2023)
Keyphrases
- training data
- support vector
- test set
- classifier combination
- supervised classification
- multiple classifiers
- attribute values
- training set
- face recognition
- face images
- training samples
- individual classifiers
- classification method
- linear classifiers
- naive bayes
- machine learning algorithms
- class labels
- classification algorithm
- human faces
- machine learning methods
- decision trees
- classification systems
- irrelevant attributes
- digital forensics
- missing attribute values
- machine learning
- face identification
- face tracking
- majority voting
- line drawings
- svm classifier
- feature selection