Learning When to Stop: A Mutual Information Approach to Prevent Overfitting in Profiled Side-Channel Analysis
Guilherme Perin, Ileana Buhan, Stjepan Picek
Topics & Concepts
OverfittingComputer scienceHyperparameterGeneralizationMutual informationArtificial intelligenceMetric (unit)Channel (broadcasting)Machine learningArtificial neural networkEpoch (astronomy)Process (computing)Deep learningMathematicsComputer networkComputer visionOperations managementMathematical analysisStarsEconomicsOperating systemCryptographic Implementations and SecurityPhysical Unclonable Functions (PUFs) and Hardware SecurityChaos-based Image/Signal Encryption