Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering.
Bryant ChenWilka CarvalhoNathalie BaracaldoHeiko LudwigBenjamin EdwardsTaesung LeeIan M. MolloyBiplav SrivastavaPublished in: SafeAI@AAAI (2019)
Keyphrases
- neural network
- self organizing maps
- k means
- clustering algorithm
- clustering method
- pattern recognition
- fuzzy logic
- artificial neural networks
- unsupervised learning
- genetic algorithm
- hierarchical clustering
- information processing
- document clustering
- data clustering
- multi layer
- malicious activities
- back propagation
- information theoretic
- cluster analysis
- anomaly detection
- fuzzy clustering
- multilayer perceptron
- neural nets
- categorical data
- countermeasures