Deep learning for side-channel analysis and introduction to ASCAD database

• I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis

  2026 IACR Communications in Cryptology article Computer Science Cryptographic Implementations and Security Open access

  1

  citations
• Enhancing Scale and Shift Invariance in Deep Learning-Based Side-Channel Attacks Through Equivariant Convolutional Neural Networks

  2026 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security

  1

  citations
• Can KANs Do It? Toward Interpretable Deep Learning-Based Side-Channel Analysis

  2025 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security

  0

  citations
• It’s a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-Channel Analysis

  2024 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security Open access

  12

  citations
• LD-PA: Distilling Univariate Leakage for Deep Learning-Based Profiling Attacks

  2024 IEEE Transactions on Information Forensics and Security article Computer Science Cryptographic Implementations and Security

  5

  citations
• Shift-Invariance Robustness of Convolutional Neural Networks in Side-Channel Analysis

  2024 Mathematics article Computer Science Cryptographic Implementations and Security Open access

  5

  citations
• Leakage Model-flexible Deep Learning-based Side-channel Analysis

  2024 IACR Communications in Cryptology article Computer Science Cryptographic Implementations and Security Open access

  8

  citations
• Plaintext-based Side-channel Collision Attack

  2024 IACR Communications in Cryptology article Computer Science Cryptographic Implementations and Security Open access

  3

  citations
• A systematic study of data augmentation for protected AES implementations

  2024 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

  4

  citations
• Not so Difficult in the End: Breaking the Lookup Table-Based Affine Masking Scheme

  2024 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security Open access

  7

  citations
• The Need for MORE: Unsupervised Side-Channel Analysis with Single Network Training and Multi-output Regression

  2024 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security Open access

  7

  citations
• Resolving the Doubts: On the Construction and Use of ResNets for Side-Channel Analysis

  2023 Mathematics article Computer Science Cryptographic Implementations and Security Open access cited by 2 patents

  10

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

  2023 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

  5

  citations
• AutoPOI: automated points of interest selection for side-channel analysis

  2023 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

  4

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

  2023 Algorithms article Computer Science Cryptographic Implementations and Security Open access

  6

  citations
• Autoencoder-enabled Model Portability for Reducing Hyperparameter Tuning Efforts in Side-channel Analysis

  2023 Research Square preprint Computer Science Cryptographic Implementations and Security Open access

  1

  citations

16 results