Ablation Analysis for Multi-device Deep Learning-based Physical Side-channel Analysis

SoK: Deep Learning-based Physical Side-channel Analysis

No (good) loss no gain: Systematic evaluation of loss functions in deep learning-based side-channel analysis

Label Correlation in Deep Learning-Based Side-Channel Analysis

Autoencoder-enabled model portability for reducing hyperparameter tuning efforts in side-channel analysis

The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-Based SCA

The Best of Two Worlds: Deep Learning-assisted Template Attack

Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis

Gambling for Success: The Lottery Ticket Hypothesis in Deep Learning-Based Side-Channel Analysis

Deep Learning-Based Side-Channel Analysis Against AES Inner Rounds

Profiled Side-Channel Analysis in the Efficient Attacker Framework

On the Evaluation of Deep Learning-Based Side-Channel Analysis

Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis

To Overfit, or Not to Overfit: Improving the Performance of Deep Learning-Based SCA

A Tale of Two Boards: On the Influence of Microarchitecture on Side-Channel Leakage

Reinforcement Learning-Based Design of Side-Channel Countermeasures

Reinforcement learning for hyperparameter tuning in deep learning-based side-channel analysis

On the Importance of Pooling Layer Tuning for Profiling Side-Channel Analysis

Strength in Numbers: Improving Generalization with Ensembles in Machine Learning-based Profiled Side-channel Analysis

Keep it Unsupervised: Horizontal Attacks Meet Deep Learning