A parameter-reduced CNN detects covert channels in RF receivers at over 90% accuracy on average and runs at 107 GOPs/W on FPGA with minimal accuracy loss.
Covert communication channels based on hardware trojans: Open- source dataset and AI-based detection
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AI-Enabled Covert Channel Detection in RF Receiver Architectures
A parameter-reduced CNN detects covert channels in RF receivers at over 90% accuracy on average and runs at 107 GOPs/W on FPGA with minimal accuracy loss.