Loss functions for profiled side-channel analysis: An analysis of loss functions and the application of multi­-loss functions for deep learning in the SCA domain

Deep learning techniques have become the tool of choice for side-channel analysis. In recent years, neural networks like multi-layer perceptrons and convolutional neural networks have proven to be the most powerful instruments for performing side-channel analysis. Recent work on this topic has focused on different aspects of these techniques,...