Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks.
Sanghyun HongPietro FrigoYigitcan KayaCristiano GiuffridaTudor DumitrasPublished in: USENIX Security Symposium (2019)
Keyphrases
- neural network
- fault diagnosis
- fault detection
- human brain
- fault injection
- low cost
- hardware and software
- pattern recognition
- countermeasures
- fuzzy logic
- real time
- fault model
- image processing
- recurrent neural networks
- neural network model
- brain images
- computer systems
- brain activity
- massively parallel
- artificial neural networks
- hardware implementation
- feed forward
- embedded systems
- fuzzy systems
- watermarking scheme
- multi layer
- security mechanisms
- field programmable gate array
- error detection
- neural nets
- hardware architecture
- back propagation
- electrical activity