Annelie Heuser

79 papers A* 1A 7B 7C 6Misc 1Journal 38Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Still Making Noise: Improving Deep- Learning-Based Side- Channel Analysis.
IEEE Des. Test
Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
2024 J jnl
Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis.
IEEE Des. Test
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2023 — conf
When Side-channel Meets Malware (short paper).
C&ESAR
Damien Marion, Duy-Phuc Pham, Annelie Heuser
2022 — ch.
Traditional Machine Learning Methods for Side-Channel Analysis.
Security and Artificial Intelligence
Alan Jovic, Dirmanto Jap, Louiza Papachristodoulou, Annelie Heuser
2022 A conf
ULTRA: Ultimate Rootkit Detection over the Air.
RAID
Duy-Phuc Pham, Damien Marion, Annelie Heuser
2021 B conf
Accurate and Robust Malware Analysis through Similarity of External Calls Dependency Graphs (ECDG).
ARES
Cassius Puodzius, Olivier Zendra, Annelie Heuser, Lamine Noureddine
2021 — ch.
It Started with Templates: The Future of Profiling in Side-Channel Analysis.
Security of Ubiquitous Computing Systems
Lejla Batina, Milena Djukanovic, Annelie Heuser, Stjepan Picek
2021 A conf
Obfuscation Revealed: Leveraging Electromagnetic Signals for Obfuscated Malware Classification.
ACSAC
Duy-Phuc Pham, Damien Marion, Matthieu Mastio, Annelie Heuser
2021 A conf
Poster: Obfuscation Revealed - Using Electromagnetic Emanation to Identify and Classify Malware.
EuroS&P
Duy-Phuc Pham, Damien Marion, Annelie Heuser
2021 C conf
Profiled Side-Channel Analysis in the Efficient Attacker Framework.
CARDIS
Stjepan Picek, Annelie Heuser, Guilherme Perin, Sylvain Guilley
2021 — conf
SE-PAC: A Self-Evolving PAcker Classifier against rapid packers evolution.
CODASPY
Lamine Noureddine, Annelie Heuser, Cassius Puodzius, Olivier Zendra
2021 C conf
Trace-to-Trace Translation for SCA.
CARDIS
Christophe Genevey-Metat, Annelie Heuser, Benoît Gérard
2021 — conf
Train or Adapt a Deeply Learned Profile?
LATINCRYPT
Christophe Genevey-Metat, Annelie Heuser, Benoît Gérard
2020 J jnl
Lightweight Ciphers and Their Side-Channel Resilience.
IEEE Trans. Computers
Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
2020 A* conf
Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis.
NDSS
Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
2020 J jnl
On What to Learn: Train or Adapt a Deeply Learned Profile?
IACR Cryptol. ePrint Arch.
Christophe Genevey-Metat, Benoît Gérard, Annelie Heuser
2020 A conf
Towards Secure Composition of Integrated Circuits and Electronic Systems: On the Role of EDA.
DATE
Johann Knechtel, Elif Bilge Kavun, Francesco Regazzoni, Annelie Heuser, Anupam Chattopadhyay, Debdeep Mukhopadhyay, Soumyajit Dey, Yunsi Fei, Yaacov Belenky, Itamar Levi, Tim Güneysu, Patrick Schaumont, Ilia Polian
2020 J jnl
Towards Secure Composition of Integrated Circuits and Electronic Systems: On the Role of EDA.
CoRR
Johann Knechtel, Elif Bilge Kavun, Francesco Regazzoni, Annelie Heuser, Anupam Chattopadhyay, Debdeep Mukhopadhyay, Soumyajit Dey, Yunsi Fei, Yaacov Belenky, Itamar Levi, Tim Güneysu, Patrick Schaumont, Ilia Polian
2019 J jnl
A Systematic Evaluation of Profiling Through Focused Feature Selection.
IEEE Trans. Very Large Scale Integr. Syst.
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina
2019 J jnl
An automated and scalable formal process for detecting fault injection vulnerabilities in binaries.
Concurr. Comput. Pract. Exp.
Thomas Given-Wilson, Annelie Heuser, Nisrine Jafri, Axel Legay
2019 J jnl
CC Meets FIPS: A Hybrid Test Methodology for First Order Side Channel Analysis.
IEEE Trans. Computers
Debapriya Basu Roy, Shivam Bhasin, Sylvain Guilley, Annelie Heuser, Sikhar Patranabis, Debdeep Mukhopadhyay
2019 J jnl
Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
2019 J jnl
Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
2019 J jnl
Profiling Side-channel Analysis in the Restricted Attacker Framework.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Sylvain Guilley
2019 J jnl
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2018 C conf
Improving Side-Channel Analysis Through Semi-supervised Learning.
CARDIS
Stjepan Picek, Annelie Heuser, Alan Jovic, Karlo Knezevic, Tania Richmond
2018 J jnl
Make Some Noise: Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
2018 — conf
On the Performance of Convolutional Neural Networks for Side-Channel Analysis.
SPACE
Stjepan Picek, Ioannis Petros Samiotis, Jaehun Kim, Annelie Heuser, Shivam Bhasin, Axel Legay
2018 J jnl
On the Performance of Deep Learning for Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Ioannis Petros Samiotis, Annelie Heuser, Jaehun Kim, Shivam Bhasin, Axel Legay
2018 J jnl
On the optimality and practicability of mutual information analysis in some scenarios.
Cryptogr. Commun.
Eloi de Chérisey, Sylvain Guilley, Annelie Heuser, Olivier Rioul
2018 — ch.
Physical Security Versus Masking Schemes.
Cyber-Physical Systems Security
Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Axel Legay, Ming Tang
2018 B conf
Scalable Approximation of Quantitative Information Flow in Programs.
VMCAI
Fabrizio Biondi, Michael A. Enescu, Annelie Heuser, Axel Legay, Kuldeep S. Meel, Jean Quilbeuf
2018 J jnl
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
2018 J jnl
When Theory Meets Practice: A Framework for Robust Profiled Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Cesare Alippi, Francesco Regazzoni
2017 — conf
Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks.
AFRICACRYPT
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay
2017 — conf
Codes for Side-Channel Attacks and Protections.
C2SI
Sylvain Guilley, Annelie Heuser, Olivier Rioul
2017 — conf
Do we need a holistic approach for the design of secure IoT systems?
Conf. Computing Frontiers
Mauro Conti, Giorgio Di Natale, Annelie Heuser, Thomas Pöppelmann, Nele Mentens
2017 J jnl
Optimal side-channel attacks for multivariate leakages and multiple models.
J. Cryptogr. Eng.
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul
2017 J jnl
PFD - A Flexible Higher-Order Masking Scheme.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ming Tang, Zhipeng Guo, Annelie Heuser, Yanzhen Ren, Jie Li, Jean-Luc Danger
2017 J jnl
Profiled SCA with a New Twist: Semi-supervised Learning.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay, Karlo Knezevic
2017 J jnl
Side-channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy?
IACR Cryptol. ePrint Arch.
Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
2017 B conf
Side-channel analysis and machine learning: A practical perspective.
IJCNN
Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens
2017 J jnl
Stochastic Collision Attack.
IEEE Trans. Inf. Forensics Secur.
Nicolas Bruneau, Claude Carlet, Sylvain Guilley, Annelie Heuser, Emmanuel Prouff, Olivier Rioul
2017 — conf
Stochastic Side-Channel Leakage Analysis via Orthonormal Decomposition.
SECITC
Sylvain Guilley, Annelie Heuser, Ming Tang, Olivier Rioul
2017 J jnl
Template Attack vs Bayes Classifier.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Sylvain Guilley
2017 J jnl
Template attack versus Bayes classifier.
J. Cryptogr. Eng.
Stjepan Picek, Annelie Heuser, Sylvain Guilley
2017 J jnl
The secrets of profiling for side-channel analysis: feature selection matters.
IACR Cryptol. ePrint Arch.
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina, Axel Legay
2017 B conf
Trade-Offs for S-Boxes: Cryptographic Properties and Side-Channel Resilience.
ACNS
Claude Carlet, Annelie Heuser, Stjepan Picek
2016 J jnl
A Key to Success - Success Exponents for Side-Channel Distinguishers.
IACR Cryptol. ePrint Arch.
Sylvain Guilley, Annelie Heuser, Olivier Rioul
2016 B conf
Inter-class vs. mutual information as side-channel distinguishers.
ISIT
Olivier Rioul, Annelie Heuser, Sylvain Guilley, Jean-Luc Danger
2016 J jnl
Less is More - Dimensionality Reduction from a Theoretical Perspective.
IACR Cryptol. ePrint Arch.
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul
2016 — conf
Side-Channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy?
RFIDSec
Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
2016 — conf
Taylor Expansion of Maximum Likelihood Attacks for Masked and Shuffled Implementations.
ASIACRYPT (1)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul, François-Xavier Standaert, Yannick Teglia
2016 J jnl
Time-Frequency Analysis for Second-Order Attacks.
IACR Cryptol. ePrint Arch.
Pierre Belgarric, Shivam Bhasin, Nicolas Bruneau, Jean-Luc Danger, Nicolas Debande, Sylvain Guilley, Annelie Heuser, Zakaria Najm, Olivier Rioul
2015 Misc conf
A Key to Success - Success Exponents for Side-Channel Distinguishers.
INDOCRYPT
Sylvain Guilley, Annelie Heuser, Olivier Rioul
2015 A conf
Less is More - Dimensionality Reduction from a Theoretical Perspective.
CHES
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul
2015 J jnl
Masks will Fall Off - Higher-Order Optimal Distinguishers.
IACR Cryptol. ePrint Arch.
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul
2014 — conf
A Theoretical Study of Kolmogorov-Smirnov Distinguishers - Side-Channel Analysis vs. Differential Cryptanalysis.
COSADE
Annelie Heuser, Olivier Rioul, Sylvain Guilley
2014 J jnl
A Theoretical Study of Kolmogorov-Smirnov Distinguishers: Side-Channel Analysis vs. Differential Cryptanalysis.
IACR Cryptol. ePrint Arch.
Annelie Heuser, Sylvain Guilley, Olivier Rioul
2014 C conf
Attacking Suggest Boxes in Web Applications Over HTTPS Using Side-Channel Stochastic Algorithms.
CRiSIS
Alexander Schaub, Emmanuel Schneider, Alexandros Hollender, Vinicius Calasans, Laurent Jolie, Robin Touillon, Annelie Heuser, Sylvain Guilley, Olivier Rioul
2014 J jnl
Attacking Suggest Boxes in Web Applications Over HTTPS Using Side-Channel Stochastic Algorithms.
IACR Cryptol. ePrint Arch.
Alexander Schaub, Emmanuel Schneider, Alexandros Hollender, Vinicius Calasans, Laurent Jolie, Robin Touillon, Annelie Heuser, Sylvain Guilley, Olivier Rioul
2014 — conf
Boosting Higher-Order Correlation Attacks by Dimensionality Reduction.
SPACE
Nicolas Bruneau, Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Yannick Teglia
2014 J jnl
Boosting Higher-Order Correlation Attacks by Dimensionality Reduction.
IACR Cryptol. ePrint Arch.
Nicolas Bruneau, Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Yannick Teglia
2014 B conf
Detecting Hidden Leakages.
ACNS
Amir Moradi, Sylvain Guilley, Annelie Heuser
2014 A conf
Good Is Not Good Enough - Deriving Optimal Distinguishers from Communication Theory.
CHES
Annelie Heuser, Olivier Rioul, Sylvain Guilley
2014 J jnl
Good is Not Good Enough: Deriving Optimal Distinguishers from Communication Theory.
IACR Cryptol. ePrint Arch.
Annelie Heuser, Olivier Rioul, Sylvain Guilley
2014 — conf
Masks Will Fall Off - Higher-Order Optimal Distinguishers.
ASIACRYPT (2)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul
2014 J jnl
Practical improvements of side-channel attacks on AES: feedback from the 2nd DPA contest.
J. Cryptogr. Eng.
Christophe Clavier, Jean-Luc Danger, Guillaume Duc, M. Abdelaziz Elaabid, Benoît Gérard, Sylvain Guilley, Annelie Heuser, Michael Kasper, Yang Li, Victor Lomné, Daisuke Nakatsu, Kazuo Ohta, Kazuo Sakiyama, Laurent Sauvage, Werner Schindler, Marc Stöttinger, Nicolas Veyrat-Charvillon, Matthieu Walle, Antoine Wurcker
2013 J jnl
Detecting Hidden Leakages.
IACR Cryptol. ePrint Arch.
Amir Moradi, Sylvain Guilley, Annelie Heuser
2013 J jnl
From cryptography to hardware: analyzing and protecting embedded Xilinx BRAM for cryptographic applications.
J. Cryptogr. Eng.
Shivam Bhasin, Sylvain Guilley, Annelie Heuser, Jean-Luc Danger
2013 J jnl
Improved algebraic side-channel attack on AES.
J. Cryptogr. Eng.
Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter, Johannes Buchmann
2013 C conf
Time-Frequency Analysis for Second-Order Attacks.
CARDIS
Pierre Belgarric, Shivam Bhasin, Nicolas Bruneau, Jean-Luc Danger, Nicolas Debande, Sylvain Guilley, Annelie Heuser, Zakaria Najm, Olivier Rioul
2012 B conf
A New Difference Method for Side-Channel Analysis with High-Dimensional Leakage Models.
CT-RSA
Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger
2012 — conf
A Novel Analysis Method for Assessing the Side-Channel Resistance of Cryptosystems.
IIH-MSP
Qizhi Tian, Annelie Heuser, Sorin A. Huss
2012 J jnl
Improved Algebraic Side-Channel Attack on AES.
IACR Cryptol. ePrint Arch.
Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter
2012 — conf
Improved algebraic side-channel attack on AES.
HOST
Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter, Johannes Buchmann
2012 — conf
Intelligent Machine Homicide - Breaking Cryptographic Devices Using Support Vector Machines.
COSADE
Annelie Heuser, Michael Zohner
2012 A conf
Revealing side-channel issues of complex circuits by enhanced leakage models.
DATE
Annelie Heuser, Werner Schindler, Marc Stöttinger
2011 C conf
How a Symmetry Metric Assists Side-Channel Evaluation - A Novel Model Verification Method for Power Analysis.
DSD
Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger