Obfuscation of FSMs for Secure Outsourcing of Neural Network Inference onto FPGAs.
Rupesh Raj KarnJohann KnechtelOzgur SinanogluPublished in: ISCAS (2024)
Keyphrases
- neural network
- artificial neural networks
- pattern recognition
- finite state machines
- reverse engineering
- neural network model
- back propagation
- information systems
- information technology
- genetic algorithm
- bp neural network
- inference process
- network architecture
- security issues
- security requirements
- static analysis
- key management
- feed forward
- bayesian networks
- fuzzy logic
- multilayer perceptron
- bayesian inference
- lightweight
- hardware software
- user authentication
- probabilistic inference
- neural nets
- associative memory
- prediction model
- recurrent neural networks
- self organizing maps
- fault diagnosis