Poster Abstract: CNN-guardian: Secure Neural Network Inference Acceleration on Edge GPU.
Qipeng XieHao YangLinshan JiangZhihe ZhaoSiyang JiangShiyu ShenSalabat KhanZhe LiuKaishun WuPublished in: SenSys (2023)
Keyphrases
- neural network
- cellular neural networks
- real time
- artificial neural networks
- bayesian networks
- edge information
- back propagation
- neural network model
- edge detection
- prediction model
- weighted graph
- neural network is trained
- belief networks
- low level
- feed forward
- convolutional neural network
- bp neural network
- gpu accelerated
- parallel implementation
- pattern recognition
- security mechanisms
- high level
- gpu implementation
- authentication protocol
- graphics hardware
- inference process
- standard model
- security protocols
- security analysis
- parallel computation
- sensitive data
- edge map
- undirected graph
- fuzzy logic
- probabilistic inference
- neural nets
- fault diagnosis
- edge detector