Hybrid genetic algorithm and deep learning techniques for advanced side-channel attacks
Abstract In recent years, deep learning-based profiling methods have significantly advanced side-channel analysis, yielding promising results. A critical challenge in training effective neural network models lies in hyperparameter optimization. This research introduces a genetic algorithm (GA) frame...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-025-06375-1 |
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