A New Family of Neural Networks Provably Resistant to Adversarial Attacks.
Rakshit AgrawalLuca de AlfaroDavid P. HelmboldPublished in: CoRR (2019)
Keyphrases
- neural network
- special case
- pattern recognition
- artificial neural networks
- neural network model
- countermeasures
- fault diagnosis
- attack detection
- neural nets
- malicious users
- malicious attacks
- multilayer perceptron
- multi agent
- recurrent neural networks
- multi layer
- fuzzy systems
- network architecture
- multi layer perceptron
- security mechanisms
- worst case
- fuzzy logic
- feed forward
- self organizing maps
- back propagation
- computer security
- theoretical guarantees
- image watermarking
- security threats