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Stjepan Picek
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Stjepan Picek
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Stjepan Picek
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1
Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders
by
Lichao Wu
,
Stjepan
Picek
Published 2020-08-01
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Article
2
Strength in Numbers: Improving Generalization with Ensembles in Machine Learning-based Profiled Side-channel Analysis
by
Guilherme Perin
,
Łukasz Chmielewski
,
Stjepan
Picek
Published 2020-08-01
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Article
3
Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis
by
Jorai Rijsdijk
,
Lichao Wu
,
Guilherme Perin
,
Stjepan
Picek
Published 2021-07-01
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Article
4
Keep it Unsupervised: Horizontal Attacks Meet Deep Learning
by
Guilherme Perin
,
Łukasz Chmielewski
,
Lejla Batina
,
Stjepan
Picek
Published 2020-12-01
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Article
5
Keep it Unsupervised: Horizontal Attacks Meet Deep Learning
by
Guilherme Perin
,
Łukasz Chmielewski
,
Lejla Batina
,
Stjepan
Picek
Published 2020-12-01
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Article
6
A Multi-Sensor Information Fusion Method Based on Factor Graph for Integrated Navigation System
by
Jing Xu
,
Gongliu Yang
,
Yiding Sun
,
Stjepan
Picek
Published 2021-01-01
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Article
7
Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis
by
Jaehun Kim
,
Stjepan
Picek
,
Annelie Heuser
,
Shivam Bhasin
,
Alan Hanjalic
Published 2019-05-01
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Article
8
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations
by
Stjepan
Picek
,
Annelie Heuser
,
Alan Jovic
,
Shivam Bhasin
,
Francesco Regazzoni
Published 2018-11-01
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Article
9
Lightweight and Side-channel Secure 4 × 4 S-Boxes from Cellular Automata Rules
by
Ashrujit Ghoshal
,
Rajat Sadhukhan
,
Sikhar Patranabis
,
Nilanjan Datta
,
Stjepan
Picek
,
Debdeep Mukhopadhyay
Published 2018-09-01
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Article
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