Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers.
Evan CrothersNathalie JapkowiczHerna L. ViktorPaula BrancoPublished in: CoRR (2022)
Keyphrases
- false positives
- continuous wavelet transform
- data driven
- statistical analysis
- support vector machine classifier
- detection accuracy
- network architecture
- image features
- neural network
- false alarms
- automatic detection
- feature detection
- detection method
- anomaly detection
- generative model
- feature vectors
- bio inspired
- adaboost classifier
- detection algorithm
- detection rate
- face detection
- unsupervised learning
- low level
- feature space
- multiscale
- feature extraction
- feature selection
- learning algorithm