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The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations
Free accessDataCite | 2018| -
CRAFT: Lightweight Tweakable Block Cipher with Efficient Protection Against DFA Attacks
Free accessDataCite | 2019| -
Strength in Numbers: Improving Generalization with Ensembles in Machine Learning-based Profiled Side-channel Analysis
Free accessDataCite | 2020| -
Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis
Free accessDataCite | 2019| -
YouTube, Google, Facebook: 21st Century Online Video Research and Research Ethics
Free accessDataCite | 2018| -
Revisiting a Methodology for Efficient CNN Architectures in Profiling Attacks
Free accessDataCite | 2020| -
From Principles to Practice
An interdisciplinary framework to operationalise AI ethicsDataCite | 2020| -
SIFA: Exploiting Ineffective Fault Inductions on Symmetric Cryptography
Free accessDataCite | 2018|
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