Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers.
Evan CrothersNathalie JapkowiczHerna L. ViktorPaula BrancoPublished in: IJCNN (2022)
Keyphrases
- neural network
- feature vectors
- low level
- data driven
- continuous wavelet transform
- image features
- generative model
- detection method
- false positives
- feature extraction
- neural classifier
- statistical measures
- detection accuracy
- network architecture
- false alarms
- automatic detection
- anomaly detection
- statistical analysis
- co occurrence
- detection rate
- feature detection
- statistical models
- bio inspired
- classification accuracy
- probabilistic model
- adaboost classifier