Side-Channel Analysis of Integrate-and-Fire Neurons Within Spiking Neural Networks

Keyphrases

• Spiking Neural Networks 100%
• Side-channel Analysis 100%
• Integrate-and-fire Neuron 100%
• Edge Devices 50%
• Event-based 25%
• Resource Utilization 25%
• Real-world Measurements 25%
• Network Gains 25%
• Physical Access 25%
• Low Power Operation 25%
• Attack Strategy 25%
• Neural Network Implementation 25%
• Correlation Power Analysis 25%
• FPGA Design 25%
• Novel Attacks 25%
• Electromagnetic Emanation 25%
• Horizontal Correlation 25%
• Robust Attack 25%
• Access Opening 25%

Computer Science

• Neural Network 100%
• side-channel 100%
• Physical Access 25%
• Attack Strategy 25%
• Power Analysis 25%
• Field Programmable Gate Arrays 25%