Annelie Heuser

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 50

Top Topics

Machine Learning

Convolutional Neural Networks

Feature Selection

Top Venues

IACR Cryptol. ePrint Arch.

J. Cryptogr. Eng.

Publications

Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis. IEEE Des. Test 41 (2) (2024)
Damien Marion, Duy-Phuc Pham, Annelie Heuser
When Side-channel Meets Malware (short paper). C&ESAR (2023)
Duy-Phuc Pham, Damien Marion, Annelie Heuser
ULTRA: Ultimate Rootkit Detection over the Air. RAID (2022)
Duy-Phuc Pham, Damien Marion, Matthieu Mastio, Annelie Heuser
Obfuscation Revealed: Leveraging Electromagnetic Signals for Obfuscated Malware Classification. ACSAC (2021)
Christophe Genevey-Metat, Annelie Heuser, Benoît Gérard
Trace-to-Trace Translation for SCA. CARDIS (2021)
Stjepan Picek, Annelie Heuser, Guilherme Perin, Sylvain Guilley
Profiled Side-Channel Analysis in the Efficient Attacker Framework. CARDIS (2021)
Lamine Noureddine, Annelie Heuser, Cassius Puodzius, Olivier Zendra
SE-PAC: A Self-Evolving PAcker Classifier against rapid packers evolution. CODASPY (2021)
Christophe Genevey-Metat, Annelie Heuser, Benoît Gérard
Train or Adapt a Deeply Learned Profile? LATINCRYPT (2021)
Cassius Puodzius, Olivier Zendra, Annelie Heuser, Lamine Noureddine
Accurate and Robust Malware Analysis through Similarity of External Calls Dependency Graphs (ECDG). ARES (2021)
Duy-Phuc Pham, Damien Marion, Annelie Heuser
Poster: Obfuscation Revealed - Using Electromagnetic Emanation to Identify and Classify Malware. EuroS&P (2021)
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
Towards Secure Composition of Integrated Circuits and Electronic Systems: On the Role of EDA. DATE (2020)
Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis. NDSS (2020)
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
Towards Secure Composition of Integrated Circuits and Electronic Systems: On the Role of EDA. CoRR (2020)
Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
Lightweight Ciphers and Their Side-Channel Resilience. IEEE Trans. Computers 69 (10) (2020)
Christophe Genevey-Metat, Benoît Gérard, Annelie Heuser
On What to Learn: Train or Adapt a Deeply Learned Profile? IACR Cryptol. ePrint Arch. 2020 (2020)
Stjepan Picek, Annelie Heuser, Sylvain Guilley
Profiling Side-channel Analysis in the Restricted Attacker Framework. IACR Cryptol. ePrint Arch. 2019 (2019)
Debapriya Basu Roy, Shivam Bhasin, Sylvain Guilley, Annelie Heuser, Sikhar Patranabis, Debdeep Mukhopadhyay
CC Meets FIPS: A Hybrid Test Methodology for First Order Side Channel Analysis. IEEE Trans. Computers 68 (3) (2019)
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina
A Systematic Evaluation of Profiling Through Focused Feature Selection. IEEE Trans. Very Large Scale Integr. Syst. 27 (12) (2019)
Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa
Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. 2019 (2019)
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019 (1) (2019)
Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019 (3) (2019)
Thomas Given-Wilson, Annelie Heuser, Nisrine Jafri, Axel Legay
An automated and scalable formal process for detecting fault injection vulnerabilities in binaries. Concurr. Comput. Pract. Exp. 31 (23) (2019)
Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalic
Make Some Noise: Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. 2018 (2018)
Eloi de Chérisey, Sylvain Guilley, Annelie Heuser, Olivier Rioul
On the optimality and practicability of mutual information analysis in some scenarios. Cryptogr. Commun. 10 (1) (2018)
Stjepan Picek, Ioannis Petros Samiotis, Jaehun Kim, Annelie Heuser, Shivam Bhasin, Axel Legay
On the Performance of Convolutional Neural Networks for Side-Channel Analysis. SPACE (2018)
Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Cryptol. ePrint Arch. 2018 (2018)
Stjepan Picek, Annelie Heuser, Alan Jovic, Karlo Knezevic, Tania Richmond
Improving Side-Channel Analysis Through Semi-supervised Learning. CARDIS (2018)
Stjepan Picek, Ioannis Petros Samiotis, Annelie Heuser, Jaehun Kim, Shivam Bhasin, Axel Legay
On the Performance of Deep Learning for Side-channel Analysis. IACR Cryptol. ePrint Arch. 2018 (2018)
Fabrizio Biondi, Michael A. Enescu, Annelie Heuser, Axel Legay, Kuldeep S. Meel, Jean Quilbeuf
Scalable Approximation of Quantitative Information Flow in Programs. VMCAI (2018)
Stjepan Picek, Annelie Heuser, Cesare Alippi, Francesco Regazzoni
When Theory Meets Practice: A Framework for Robust Profiled Side-channel Analysis. IACR Cryptol. ePrint Arch. 2018 (2018)
Claude Carlet, Annelie Heuser, Stjepan Picek
Trade-Offs for S-Boxes: Cryptographic Properties and Side-Channel Resilience. ACNS (2017)
Stjepan Picek, Annelie Heuser, Sylvain Guilley
Template attack versus Bayes classifier. J. Cryptogr. Eng. 7 (4) (2017)
Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens
Side-channel analysis and machine learning: A practical perspective. IJCNN (2017)
Ming Tang, Zhipeng Guo, Annelie Heuser, Yanzhen Ren, Jie Li, Jean-Luc Danger
PFD - A Flexible Higher-Order Masking Scheme. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (8) (2017)
Stjepan Picek, Annelie Heuser, Alan Jovic, Lejla Batina, Axel Legay
The secrets of profiling for side-channel analysis: feature selection matters. IACR Cryptol. ePrint Arch. 2017 (2017)
Sylvain Guilley, Annelie Heuser, Ming Tang, Olivier Rioul
Stochastic Side-Channel Leakage Analysis via Orthonormal Decomposition. SECITC (2017)
Stjepan Picek, Annelie Heuser, Sylvain Guilley
Template Attack vs Bayes Classifier. IACR Cryptol. ePrint Arch. 2017 (2017)
Sylvain Guilley, Annelie Heuser, Olivier Rioul
Codes for Side-Channel Attacks and Protections. C2SI (2017)
Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
Side-channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy? IACR Cryptol. ePrint Arch. 2017 (2017)
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay, Karlo Knezevic
Profiled SCA with a New Twist: Semi-supervised Learning. IACR Cryptol. ePrint Arch. 2017 (2017)
Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay
Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. AFRICACRYPT (2017)
Nicolas Bruneau, Claude Carlet, Sylvain Guilley, Annelie Heuser, Emmanuel Prouff, Olivier Rioul
Stochastic Collision Attack. IEEE Trans. Inf. Forensics Secur. 12 (9) (2017)
Mauro Conti, Giorgio Di Natale, Annelie Heuser, Thomas Pöppelmann, Nele Mentens
Do we need a holistic approach for the design of secure IoT systems? Conf. Computing Frontiers (2017)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul
Optimal side-channel attacks for multivariate leakages and multiple models. J. Cryptogr. Eng. 7 (4) (2017)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul
Less is More - Dimensionality Reduction from a Theoretical Perspective. IACR Cryptol. ePrint Arch. 2016 (2016)
Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
Side-Channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy? RFIDSec (2016)
Olivier Rioul, Annelie Heuser, Sylvain Guilley, Jean-Luc Danger
Inter-class vs. mutual information as side-channel distinguishers. ISIT (2016)
Sylvain Guilley, Annelie Heuser, Olivier Rioul
A Key to Success - Success Exponents for Side-Channel Distinguishers. IACR Cryptol. ePrint Arch. 2016 (2016)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul, François-Xavier Standaert, Yannick Teglia
Taylor Expansion of Maximum Likelihood Attacks for Masked and Shuffled Implementations. ASIACRYPT (1) (2016)
Pierre Belgarric, Shivam Bhasin, Nicolas Bruneau, Jean-Luc Danger, Nicolas Debande, Sylvain Guilley, Annelie Heuser, Zakaria Najm, Olivier Rioul
Time-Frequency Analysis for Second-Order Attacks. IACR Cryptol. ePrint Arch. 2016 (2016)
Sylvain Guilley, Annelie Heuser, Olivier Rioul
A Key to Success - Success Exponents for Side-Channel Distinguishers. INDOCRYPT (2015)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul
Masks will Fall Off - Higher-Order Optimal Distinguishers. IACR Cryptol. ePrint Arch. 2015 (2015)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul
Less is More - Dimensionality Reduction from a Theoretical Perspective. CHES (2015)
Alexander Schaub, Emmanuel Schneider, Alexandros Hollender, Vinicius Calasans, Laurent Jolie, Robin Touillon, Annelie Heuser, Sylvain Guilley, Olivier Rioul
Attacking Suggest Boxes in Web Applications Over HTTPS Using Side-Channel Stochastic Algorithms. CRiSIS (2014)
Amir Moradi, Sylvain Guilley, Annelie Heuser
Detecting Hidden Leakages. ACNS (2014)
Annelie Heuser, Olivier Rioul, Sylvain Guilley
A Theoretical Study of Kolmogorov-Smirnov Distinguishers - Side-Channel Analysis vs. Differential Cryptanalysis. COSADE (2014)
Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul
Masks Will Fall Off - Higher-Order Optimal Distinguishers. ASIACRYPT (2) (2014)
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
Practical improvements of side-channel attacks on AES: feedback from the 2nd DPA contest. J. Cryptogr. Eng. 4 (4) (2014)
Annelie Heuser, Sylvain Guilley, Olivier Rioul
A Theoretical Study of Kolmogorov-Smirnov Distinguishers: Side-Channel Analysis vs. Differential Cryptanalysis. IACR Cryptol. ePrint Arch. 2014 (2014)
Nicolas Bruneau, Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Yannick Teglia
Boosting Higher-Order Correlation Attacks by Dimensionality Reduction. SPACE (2014)
Annelie Heuser, Olivier Rioul, Sylvain Guilley
Good is Not Good Enough: Deriving Optimal Distinguishers from Communication Theory. IACR Cryptol. ePrint Arch. 2014 (2014)
Nicolas Bruneau, Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Yannick Teglia
Boosting Higher-Order Correlation Attacks by Dimensionality Reduction. IACR Cryptol. ePrint Arch. 2014 (2014)
Annelie Heuser, Olivier Rioul, Sylvain Guilley
Good Is Not Good Enough - Deriving Optimal Distinguishers from Communication Theory. CHES (2014)
Alexander Schaub, Emmanuel Schneider, Alexandros Hollender, Vinicius Calasans, Laurent Jolie, Robin Touillon, Annelie Heuser, Sylvain Guilley, Olivier Rioul
Attacking Suggest Boxes in Web Applications Over HTTPS Using Side-Channel Stochastic Algorithms. IACR Cryptol. ePrint Arch. 2014 (2014)
Shivam Bhasin, Sylvain Guilley, Annelie Heuser, Jean-Luc Danger
From cryptography to hardware: analyzing and protecting embedded Xilinx BRAM for cryptographic applications. J. Cryptogr. Eng. 3 (4) (2013)
Pierre Belgarric, Shivam Bhasin, Nicolas Bruneau, Jean-Luc Danger, Nicolas Debande, Sylvain Guilley, Annelie Heuser, Zakaria Najm, Olivier Rioul
Time-Frequency Analysis for Second-Order Attacks. CARDIS (2013)
Amir Moradi, Sylvain Guilley, Annelie Heuser
Detecting Hidden Leakages. IACR Cryptol. ePrint Arch. 2013 (2013)
Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter, Johannes Buchmann
Improved algebraic side-channel attack on AES. J. Cryptogr. Eng. 3 (3) (2013)
Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter, Johannes Buchmann
Improved algebraic side-channel attack on AES. HOST (2012)
Annelie Heuser, Werner Schindler, Marc Stöttinger
Revealing side-channel issues of complex circuits by enhanced leakage models. DATE (2012)
Annelie Heuser, Michael Zohner
Intelligent Machine Homicide - Breaking Cryptographic Devices Using Support Vector Machines. COSADE (2012)
Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger
A New Difference Method for Side-Channel Analysis with High-Dimensional Leakage Models. CT-RSA (2012)
Qizhi Tian, Annelie Heuser, Sorin A. Huss
A Novel Analysis Method for Assessing the Side-Channel Resistance of Cryptosystems. IIH-MSP (2012)
Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter
Improved Algebraic Side-Channel Attack on AES. IACR Cryptol. ePrint Arch. 2012 (2012)
Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger
How a Symmetry Metric Assists Side-Channel Evaluation - A Novel Model Verification Method for Power Analysis. DSD (2011)