Table 2 Comprehensive evaluation of side-channel resistance for the proposed framework.
From: Optimizing cryptographic protocols against side channel attacks using WGAN-GP and genetic algorithms
Metric | Baseline protocols | Proposed framework |
|---|---|---|
Timing variance (ms) | 0.0005 | 0.0002 |
Timing standard deviation (ms) | 0.022 | 0.010 |
Correlation coefficient (CPA) | 0.80 | 0.64 |
Entropy (H(X), bits) | 7.5 | 9.2 |
Mutual information (I(X; Y), bits) | 0.45 | 0.30 |
Reduction in profiling attack success (%) | – | 15% |
