How a Symmetry Metric Assists Side-Channel Evaluation - A Novel Model Verification Method for Power Analysis. - Annelie Heuser; Michael Kasper; Werner Schindler; Marc Stöttinger (DSD, 2011)

Intelligent Machine Homicide - Breaking Cryptographic Devices Using Support Vector Machines. - Annelie Heuser; Michael Zohner (COSADE, 2012)

A New Difference Method for Side-Channel Analysis with High-Dimensional Leakage Models. - Annelie Heuser; Michael Kasper; Werner Schindler; Marc Stöttinger (CT-RSA, 2012)

Revealing side-channel issues of complex circuits by enhanced leakage models. - Annelie Heuser; Werner Schindler; Marc Stöttinger (DATE, 2012)

A Novel Analysis Method for Assessing the Side-Channel Resistance of Cryptosystems. - Qizhi Tian; Annelie Heuser; Sorin A. Huss (IIH-MSP, 2012)

Improved Algebraic Side-Channel Attack on AES. - Mohamed Saied Emam Mohamed; Stanislav Bulygin; Michael Zohner; Annelie Heuser; Michael Walter 001 (IACR Cryptol. ePrint Arch., 2012)

Detecting Hidden Leakages. - Amir Moradi 001; Sylvain Guilley; Annelie Heuser (IACR Cryptol. ePrint Arch., 2013)

From cryptography to hardware: analyzing and protecting embedded Xilinx BRAM for cryptographic applications. - Shivam Bhasin; Sylvain Guilley; Annelie Heuser; Jean-Luc Danger (J. Cryptogr. Eng., 2013)

Improved algebraic side-channel attack on AES. - Mohamed Saied Emam Mohamed; Stanislav Bulygin; Michael Zohner; Annelie Heuser; Michael Walter 001; Johannes Buchmann 001 (J. Cryptogr. Eng., 2013)

Boosting Higher-Order Correlation Attacks by Dimensionality Reduction. - Nicolas Bruneau; Jean-Luc Danger; Sylvain Guilley; Annelie Heuser; Yannick Teglia (IACR Cryptol. ePrint Arch., 2014)

A Theoretical Study of Kolmogorov-Smirnov Distinguishers: Side-Channel Analysis vs. Differential Cryptanalysis. - Annelie Heuser; Sylvain Guilley; Olivier Rioul (IACR Cryptol. ePrint Arch., 2014)

Good is Not Good Enough: Deriving Optimal Distinguishers from Communication Theory. - Annelie Heuser; Olivier Rioul; Sylvain Guilley (IACR Cryptol. ePrint Arch., 2014)

Attacking Suggest Boxes in Web Applications Over HTTPS Using Side-Channel Stochastic Algorithms. - Alexander Schaub 001; Emmanuel Schneider; Alexandros Hollender; Vinicius Calasans; Laurent Jolie; Robin Touillon; Annelie Heuser; Sylvain Guilley; Olivier Rioul (IACR Cryptol. ePrint Arch., 2014)

Practical improvements of side-channel attacks on AES: feedback from the 2nd DPA contest. - Christophe Clavier; Jean-Luc Danger; Guillaume Duc; M. Abdelaziz Elaabid; Benoît Gérard; Sylvain Guilley; Annelie Heuser; Michael Kasper; Yang Li 001; Victor Lomné; Daisuke Nakatsu; Kazuo Ohta; et al. (J. Cryptogr. Eng., 2014)

Masks will Fall Off - Higher-Order Optimal Distinguishers. - Nicolas Bruneau; Sylvain Guilley; Annelie Heuser; Olivier Rioul (IACR Cryptol. ePrint Arch., 2015)

Taylor Expansion of Maximum Likelihood Attacks for Masked and Shuffled Implementations. - Nicolas Bruneau; Sylvain Guilley; Annelie Heuser; Olivier Rioul; François-Xavier Standaert; Yannick Teglia (ASIACRYPT (1), 2016)

Inter-class vs. mutual information as side-channel distinguishers. - Olivier Rioul; Annelie Heuser; Sylvain Guilley; Jean-Luc Danger (ISIT, 2016)

Time-Frequency Analysis for Second-Order Attacks. - Pierre Belgarric; Shivam Bhasin; Nicolas Bruneau; Jean-Luc Danger; Nicolas Debande; Sylvain Guilley; Annelie Heuser; Zakaria Najm; Olivier Rioul (IACR Cryptol. ePrint Arch., 2016)

Less is More - Dimensionality Reduction from a Theoretical Perspective. - Nicolas Bruneau; Sylvain Guilley; Annelie Heuser; Damien Marion 001; Olivier Rioul (IACR Cryptol. ePrint Arch., 2016)

A Key to Success - Success Exponents for Side-Channel Distinguishers. - Sylvain Guilley; Annelie Heuser; Olivier Rioul (IACR Cryptol. ePrint Arch., 2016)

Trade-Offs for S-Boxes: Cryptographic Properties and Side-Channel Resilience. - Claude Carlet; Annelie Heuser; Stjepan Picek (ACNS, 2017)

Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. - Stjepan Picek; Annelie Heuser; Alan Jovic; Axel Legay (AFRICACRYPT, 2017)

Codes for Side-Channel Attacks and Protections. - Sylvain Guilley; Annelie Heuser; Olivier Rioul (C2SI, 2017)

Do we need a holistic approach for the design of secure IoT systems? - Mauro Conti; Giorgio Di Natale; Annelie Heuser; Thomas Pöppelmann; Nele Mentens (Conf. Computing Frontiers, 2017)

Side-channel analysis and machine learning: A practical perspective. - Stjepan Picek; Annelie Heuser; Alan Jovic; Simone A. Ludwig; Sylvain Guilley; Domagoj Jakobovic; Nele Mentens (IJCNN, 2017)

Stochastic Side-Channel Leakage Analysis via Orthonormal Decomposition. - Sylvain Guilley; Annelie Heuser; Ming Tang 002; Olivier Rioul (SECITC, 2017)

Side-channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy? - Annelie Heuser; Stjepan Picek; Sylvain Guilley; Nele Mentens (IACR Cryptol. ePrint Arch., 2017)

Template Attack vs Bayes Classifier. - Stjepan Picek; Annelie Heuser; Sylvain Guilley (IACR Cryptol. ePrint Arch., 2017)

The secrets of profiling for side-channel analysis: feature selection matters. - Stjepan Picek; Annelie Heuser; Alan Jovic; Lejla Batina; Axel Legay (IACR Cryptol. ePrint Arch., 2017)

Profiled SCA with a New Twist: Semi-supervised Learning. - Stjepan Picek; Annelie Heuser; Alan Jovic; Axel Legay; Karlo Knezevic (IACR Cryptol. ePrint Arch., 2017)

Optimal side-channel attacks for multivariate leakages and multiple models. - Nicolas Bruneau; Sylvain Guilley; Annelie Heuser; Damien Marion 001; Olivier Rioul (J. Cryptogr. Eng., 2017)

Template attack versus Bayes classifier. - Stjepan Picek; Annelie Heuser; Sylvain Guilley (J. Cryptogr. Eng., 2017)

PFD - A Flexible Higher-Order Masking Scheme. - Ming Tang 002; Zhipeng Guo 002; Annelie Heuser; Yanzhen Ren; Jie Li; Jean-Luc Danger (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Stochastic Collision Attack. - Nicolas Bruneau; Claude Carlet; Sylvain Guilley; Annelie Heuser; Emmanuel Prouff; Olivier Rioul (IEEE Trans. Inf. Forensics Secur., 2017)

Physical Security Versus Masking Schemes. - Jean-Luc Danger; Sylvain Guilley; Annelie Heuser; Axel Legay; Ming Tang 002 (Cyber-Physical Systems Security, 2018)

Improving Side-Channel Analysis Through Semi-supervised Learning. - Stjepan Picek; Annelie Heuser; Alan Jovic; Karlo Knezevic; Tania Richmond (CARDIS, 2018)

On the Performance of Convolutional Neural Networks for Side-Channel Analysis. - Stjepan Picek; Ioannis Petros Samiotis; Jaehun Kim; Annelie Heuser; Shivam Bhasin; Axel Legay (SPACE, 2018)

Scalable Approximation of Quantitative Information Flow in Programs. - Fabrizio Biondi; Michael A. Enescu; Annelie Heuser; Axel Legay; Kuldeep S. Meel; Jean Quilbeuf (VMCAI, 2018)

On the optimality and practicability of mutual information analysis in some scenarios. - Eloi de Chérisey; Sylvain Guilley; Annelie Heuser; Olivier Rioul (Cryptogr. Commun., 2018)

When Theory Meets Practice: A Framework for Robust Profiled Side-channel Analysis. - Stjepan Picek; Annelie Heuser; Cesare Alippi; Francesco Regazzoni 001 (IACR Cryptol. ePrint Arch., 2018)

On the Performance of Deep Learning for Side-channel Analysis. - Stjepan Picek; Ioannis Petros Samiotis; Annelie Heuser; Jaehun Kim; Shivam Bhasin; Axel Legay (IACR Cryptol. ePrint Arch., 2018)

An automated and scalable formal process for detecting fault injection vulnerabilities in binaries. - Thomas Given-Wilson; Annelie Heuser; Nisrine Jafri; Axel Legay (Concurr. Comput. Pract. Exp., 2019)

Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis. - Shivam Bhasin; Anupam Chattopadhyay; Annelie Heuser; Dirmanto Jap; Stjepan Picek; Ritu Ranjan Shrivastwa (IACR Cryptol. ePrint Arch., 2019)

Profiling Side-channel Analysis in the Restricted Attacker Framework. - Stjepan Picek; Annelie Heuser; Sylvain Guilley (IACR Cryptol. ePrint Arch., 2019)

CC Meets FIPS: A Hybrid Test Methodology for First Order Side Channel Analysis. - Debapriya Basu Roy; Shivam Bhasin; Sylvain Guilley; Annelie Heuser; Sikhar Patranabis; Debdeep Mukhopadhyay (IEEE Trans. Computers, 2019)

Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis. - Jaehun Kim; Stjepan Picek; Annelie Heuser; Shivam Bhasin; Alan Hanjalic (IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019)

The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. - Stjepan Picek; Annelie Heuser; Alan Jovic; Shivam Bhasin; Francesco Regazzoni 001 (IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019)

A Systematic Evaluation of Profiling Through Focused Feature Selection. - Stjepan Picek; Annelie Heuser; Alan Jovic; Lejla Batina (IEEE Trans. Very Large Scale Integr. Syst., 2019)

Towards Secure Composition of Integrated Circuits and Electronic Systems: On the Role of EDA. - Johann Knechtel; Elif Bilge Kavun; Francesco Regazzoni 001; Annelie Heuser; Anupam Chattopadhyay; Debdeep Mukhopadhyay; Soumyajit Dey; Yunsi Fei; Yaacov Belenky; Itamar Levi; Tim Güneysu; Patrick Schaumont; et al. (DATE, 2020)

On What to Learn: Train or Adapt a Deeply Learned Profile? - Christophe Genevey-Metat; Benoît Gérard; Annelie Heuser (IACR Cryptol. ePrint Arch., 2020)

Lightweight Ciphers and Their Side-Channel Resilience. - Annelie Heuser; Stjepan Picek; Sylvain Guilley; Nele Mentens (IEEE Trans. Computers, 2020)

It Started with Templates: The Future of Profiling in Side-Channel Analysis. - Lejla Batina; Milena Djukanovic; Annelie Heuser; Stjepan Picek (Security of Ubiquitous Computing Systems, 2021)

Accurate and Robust Malware Analysis through Similarity of External Calls Dependency Graphs (ECDG). - Cassius Puodzius; Olivier Zendra; Annelie Heuser; Lamine Noureddine (ARES, 2021)

Obfuscation Revealed: Leveraging Electromagnetic Signals for Obfuscated Malware Classification. - Duy-Phuc Pham; Damien Marion 001; Matthieu Mastio; Annelie Heuser (ACSAC, 2021)

Trace-to-Trace Translation for SCA. - Christophe Genevey-Metat; Annelie Heuser; Benoît Gérard (CARDIS, 2021)

Profiled Side-Channel Analysis in the Efficient Attacker Framework. - Stjepan Picek; Annelie Heuser; Guilherme Perin; Sylvain Guilley (CARDIS, 2021)

SE-PAC: A Self-Evolving PAcker Classifier against rapid packers evolution. - Lamine Noureddine; Annelie Heuser; Cassius Puodzius; Olivier Zendra (CODASPY, 2021)

Poster: Obfuscation Revealed - Using Electromagnetic Emanation to Identify and Classify Malware. - Duy-Phuc Pham; Damien Marion 001; Annelie Heuser (EuroS&P, 2021)

Train or Adapt a Deeply Learned Profile? - Christophe Genevey-Metat; Annelie Heuser; Benoît Gérard (LATINCRYPT, 2021)

ULTRA: Ultimate Rootkit Detection over the Air. - Duy-Phuc Pham; Damien Marion 001; Annelie Heuser (RAID, 2022)

Traditional Machine Learning Methods for Side-Channel Analysis. - Alan Jovic; Dirmanto Jap; Louiza Papachristodoulou; Annelie Heuser (Security and Artificial Intelligence, 2022)

When Side-channel Meets Malware (short paper). - Damien Marion 001; Duy-Phuc Pham; Annelie Heuser (C&ESAR, 2023)

Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis. - Stjepan Picek; Annelie Heuser; Alan Jovic; Shivam Bhasin; Francesco Regazzoni 001 (IEEE Des. Test, 2024)

Still Making Noise: Improving Deep- Learning-Based Side- Channel Analysis. - Jaehun Kim; Stjepan Picek; Annelie Heuser; Shivam Bhasin; Alan Hanjalic (IEEE Des. Test, 2025)