It’s a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-Channel Analysis
Published in ASIACRYPT 2024, 2024
Publications
Some selected publications are shown here. My full publication list is on Google Scholar.
Selected Conference Papers
Weakly Profiling Side-channel Analysis
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2024
Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2022
The Best of Two Worlds: Deep Learning-assisted Template Attack
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2022
Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2021
Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2020
Selected Journal Articles
Plaintext-based Side-channel Collision Attack
Published in IACR Communications in Cryptology (CiC), 2024
Leakage Model-flexible Deep Learning-based Side-channel Analysis
Published in IACR Communications in Cryptology (CiC), 2024
Label Correlation in Deep Learning-Based Side-Channel Analysis
Published in IEEE Transactions on Information Forensics and Security (TIFS), 2023
Ablation Analysis for Multi-Device Deep Learning-Based Physical Side-Channel Analysis
Published in IEEE Transactions on Dependable and Secure Computing (TDSC), 2023
SoK: Deep Learning-based Physical Side-channel Analysis
Published in ACM Computing Surveys, 2023
I Choose You: Automated Hyperparameter Tuning for Deep Learning-Based Side-Channel Analysis
Published in IEEE Transactions on Emerging Topics in Computing (TETC), 2022