Annelie Heuser

Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis

Jaehun Kim, Stjepan Picek, Annelie Heuser et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2019 · 219 citations · Full text

Computing, Computer Engineering, Computer Science +16

The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations

Stjepan Picek, Annelie Heuser, Alan Jović et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2018 · 195 citations · Full text

Computing, Computer Science, Data Science +17

Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis

Jaehun Kim, Stjepan Picek, Annelie Heuser et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2019 · 119 citations · Full text

Computing, Computer Engineering, Computer Science +16

Side-channel analysis and machine learning: A practical perspective

Stjepan Picek, Annelie Heuser, Alan Jović et al. · 2017 · 103 citations

Computing, Computer Engineering, Computer Science +13

Intelligent Machine Homicide - Breaking Cryptographic Devices Using Support Vector Machines.

Annelie Heuser, Michael Zohner · 2012 · 59 citations

Computing, Computer Science, Cybersecurity +9