Posts by Collection
portfolio
publications
Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2020
Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2021
The Best of Two Worlds: Deep Learning-assisted Template Attack
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2022
Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2022
I Choose You: Automated Hyperparameter Tuning for Deep Learning-Based Side-Channel Analysis
Published in IEEE Transactions on Emerging Topics in Computing (TETC), 2022
SoK: Deep Learning-based Physical Side-channel Analysis
Published in ACM Computing Surveys, 2023
Ablation Analysis for Multi-Device Deep Learning-Based Physical Side-Channel Analysis
Published in IEEE Transactions on Dependable and Secure Computing (TDSC), 2023
Label Correlation in Deep Learning-Based Side-Channel Analysis
Published in IEEE Transactions on Information Forensics and Security (TIFS), 2023
Weakly Profiling Side-channel Analysis
Published in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2024
Leakage Model-flexible Deep Learning-based Side-channel Analysis
Published in IACR Communications in Cryptology (CiC), 2024
Plaintext-based Side-channel Collision Attack
Published in IACR Communications in Cryptology (CiC), 2024
It’s a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-Channel Analysis
Published in ASIACRYPT 2024, 2024
talks
Talk 1 on Relevant Topic in Your Field
Published:
Tutorial 1 on Relevant Topic in Your Field
Published:
teaching
Operating Systems
Undergraduate course, TU Darmstadt, 2024