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Annelie Heuser
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2020 – today
- 2024
- [j15]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): 32-38 (2024) - 2023
- [c38]Damien Marion, Duy-Phuc Pham, Annelie Heuser:
When Side-channel Meets Malware (short paper). C&ESAR 2023: 71-77 - 2022
- [c37]Duy-Phuc Pham, Damien Marion, Annelie Heuser:
ULTRA: Ultimate Rootkit Detection over the Air. RAID 2022: 232-251 - [p3]Alan Jovic, Dirmanto Jap, Louiza Papachristodoulou, Annelie Heuser:
Traditional Machine Learning Methods for Side-Channel Analysis. Security and Artificial Intelligence 2022: 25-47 - 2021
- [c36]Cassius Puodzius, Olivier Zendra
, Annelie Heuser, Lamine Noureddine:
Accurate and Robust Malware Analysis through Similarity of External Calls Dependency Graphs (ECDG). ARES 2021: 57:1-57:12 - [c35]Duy-Phuc Pham
, Damien Marion, Matthieu Mastio, Annelie Heuser:
Obfuscation Revealed: Leveraging Electromagnetic Signals for Obfuscated Malware Classification. ACSAC 2021: 706-719 - [c34]Christophe Genevey-Metat
, Annelie Heuser
, Benoît Gérard
:
Trace-to-Trace Translation for SCA. CARDIS 2021: 24-43 - [c33]Stjepan Picek, Annelie Heuser, Guilherme Perin, Sylvain Guilley:
Profiled Side-Channel Analysis in the Efficient Attacker Framework. CARDIS 2021: 44-63 - [c32]Lamine Noureddine, Annelie Heuser, Cassius Puodzius, Olivier Zendra
:
SE-PAC: A Self-Evolving PAcker Classifier against rapid packers evolution. CODASPY 2021: 281-292 - [c31]Duy-Phuc Pham
, Damien Marion, Annelie Heuser:
Poster: Obfuscation Revealed - Using Electromagnetic Emanation to Identify and Classify Malware. EuroS&P 2021: 710-712 - [c30]Christophe Genevey-Metat
, Annelie Heuser
, Benoît Gérard
:
Train or Adapt a Deeply Learned Profile? LATINCRYPT 2021: 213-232 - [p2]Lejla Batina, Milena Djukanovic, Annelie Heuser, Stjepan Picek:
It Started with Templates: The Future of Profiling in Side-Channel Analysis. Security of Ubiquitous Computing Systems 2021: 133-145 - 2020
- [j14]Annelie Heuser
, Stjepan Picek
, Sylvain Guilley
, Nele Mentens
:
Lightweight Ciphers and Their Side-Channel Resilience. IEEE Trans. Computers 69(10): 1434-1448 (2020) - [c29]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: 508-513 - [c28]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 - [i22]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 abs/2001.09672 (2020) - [i21]Christophe Genevey-Metat, Benoît Gérard, Annelie Heuser:
On What to Learn: Train or Adapt a Deeply Learned Profile? IACR Cryptol. ePrint Arch. 2020: 952 (2020)
2010 – 2019
- 2019
- [j13]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) - [j12]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): 347-361 (2019) - [j11]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): 209-237 (2019) - [j10]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): 148-179 (2019) - [j9]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): 2802-2815 (2019) - [i20]Stjepan Picek, Annelie Heuser, Sylvain Guilley:
Profiling Side-channel Analysis in the Restricted Attacker Framework. IACR Cryptol. ePrint Arch. 2019: 168 (2019) - [i19]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: 661 (2019) - 2018
- [j8]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): 101-121 (2018) - [c27]Stjepan Picek, Annelie Heuser, Alan Jovic, Karlo Knezevic
, Tania Richmond:
Improving Side-Channel Analysis Through Semi-supervised Learning. CARDIS 2018: 35-50 - [c26]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: 157-176 - [c25]Fabrizio Biondi, Michael A. Enescu, Annelie Heuser, Axel Legay, Kuldeep S. Meel
, Jean Quilbeuf:
Scalable Approximation of Quantitative Information Flow in Programs. VMCAI 2018: 71-93 - [p1]Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Axel Legay, Ming Tang:
Physical Security Versus Masking Schemes. Cyber-Physical Systems Security 2018: 269-284 - [i18]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: 4 (2018) - [i17]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: 476 (2018) - [i16]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: 1023 (2018) - [i15]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: 1123 (2018) - 2017
- [j7]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): 331-341 (2017) - [j6]Stjepan Picek, Annelie Heuser
, Sylvain Guilley:
Template attack versus Bayes classifier. J. Cryptogr. Eng. 7(4): 343-351 (2017) - [j5]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): 1327-1339 (2017) - [j4]Nicolas Bruneau, Claude Carlet, Sylvain Guilley
, Annelie Heuser, Emmanuel Prouff, Olivier Rioul
:
Stochastic Collision Attack. IEEE Trans. Inf. Forensics Secur. 12(9): 2090-2104 (2017) - [c24]Claude Carlet, Annelie Heuser, Stjepan Picek:
Trade-Offs for S-Boxes: Cryptographic Properties and Side-Channel Resilience. ACNS 2017: 393-414 - [c23]Stjepan Picek, Annelie Heuser, Alan Jovic
, Axel Legay:
Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. AFRICACRYPT 2017: 61-78 - [c22]Sylvain Guilley, Annelie Heuser, Olivier Rioul
:
Codes for Side-Channel Attacks and Protections. C2SI 2017: 35-55 - [c21]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: 425-430 - [c20]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: 4095-4102 - [c19]Sylvain Guilley, Annelie Heuser, Ming Tang, Olivier Rioul
:
Stochastic Side-Channel Leakage Analysis via Orthonormal Decomposition. SECITC 2017: 12-27 - [i14]Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens:
Side-channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy? IACR Cryptol. ePrint Arch. 2017: 261 (2017) - [i13]Stjepan Picek, Annelie Heuser, Sylvain Guilley:
Template Attack vs Bayes Classifier. IACR Cryptol. ePrint Arch. 2017: 531 (2017) - [i12]Stjepan Picek, Annelie Heuser, Alan Jovic, Axel Legay, Karlo Knezevic:
Profiled SCA with a New Twist: Semi-supervised Learning. IACR Cryptol. ePrint Arch. 2017: 1085 (2017) - [i11]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: 1110 (2017) - 2016
- [c18]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: 573-601 - [c17]Olivier Rioul
, Annelie Heuser, Sylvain Guilley, Jean-Luc Danger:
Inter-class vs. mutual information as side-channel distinguishers. ISIT 2016: 805-809 - [c16]Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens
:
Side-Channel Analysis of Lightweight Ciphers: Does Lightweight Equal Easy? RFIDSec 2016: 91-104 - [i10]Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul:
Less is More - Dimensionality Reduction from a Theoretical Perspective. IACR Cryptol. ePrint Arch. 2016: 359 (2016) - [i9]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: 772 (2016) - [i8]Sylvain Guilley, Annelie Heuser, Olivier Rioul:
A Key to Success - Success Exponents for Side-Channel Distinguishers. IACR Cryptol. ePrint Arch. 2016: 987 (2016) - 2015
- [c15]Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Damien Marion, Olivier Rioul
:
Less is More - Dimensionality Reduction from a Theoretical Perspective. CHES 2015: 22-41 - [c14]Sylvain Guilley, Annelie Heuser, Olivier Rioul
:
A Key to Success - Success Exponents for Side-Channel Distinguishers. INDOCRYPT 2015: 270-290 - [i7]Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul:
Masks will Fall Off - Higher-Order Optimal Distinguishers. IACR Cryptol. ePrint Arch. 2015: 452 (2015) - 2014
- [j3]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): 259-274 (2014) - [c13]Amir Moradi
, Sylvain Guilley, Annelie Heuser:
Detecting Hidden Leakages. ACNS 2014: 324-342 - [c12]Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, Olivier Rioul:
Masks Will Fall Off - Higher-Order Optimal Distinguishers. ASIACRYPT (2) 2014: 344-365 - [c11]Annelie Heuser, Olivier Rioul, Sylvain Guilley:
Good Is Not Good Enough - Deriving Optimal Distinguishers from Communication Theory. CHES 2014: 55-74 - [c10]Annelie Heuser, Olivier Rioul
, Sylvain Guilley:
A Theoretical Study of Kolmogorov-Smirnov Distinguishers - Side-Channel Analysis vs. Differential Cryptanalysis. COSADE 2014: 9-28 - [c9]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: 116-130 - [c8]Nicolas Bruneau, Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Yannick Teglia:
Boosting Higher-Order Correlation Attacks by Dimensionality Reduction. SPACE 2014: 183-200 - [i6]Annelie Heuser, Sylvain Guilley, Olivier Rioul:
A Theoretical Study of Kolmogorov-Smirnov Distinguishers: Side-Channel Analysis vs. Differential Cryptanalysis. IACR Cryptol. ePrint Arch. 2014: 8 (2014) - [i5]Annelie Heuser, Olivier Rioul, Sylvain Guilley:
Good is Not Good Enough: Deriving Optimal Distinguishers from Communication Theory. IACR Cryptol. ePrint Arch. 2014: 527 (2014) - [i4]Nicolas Bruneau, Jean-Luc Danger, Sylvain Guilley, Annelie Heuser, Yannick Teglia:
Boosting Higher-Order Correlation Attacks by Dimensionality Reduction. IACR Cryptol. ePrint Arch. 2014: 935 (2014) - [i3]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: 959 (2014) - 2013
- [j2]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): 139-156 (2013) - [j1]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): 213-225 (2013) - [c7]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: 108-122 - [i2]Amir Moradi, Sylvain Guilley, Annelie Heuser:
Detecting Hidden Leakages. IACR Cryptol. ePrint Arch. 2013: 842 (2013) - 2012
- [c6]Annelie Heuser, Michael Zohner:
Intelligent Machine Homicide - Breaking Cryptographic Devices Using Support Vector Machines. COSADE 2012: 249-264 - [c5]Annelie Heuser, Michael Kasper, Werner Schindler, Marc Stöttinger:
A New Difference Method for Side-Channel Analysis with High-Dimensional Leakage Models. CT-RSA 2012: 365-382 - [c4]Annelie Heuser, Werner Schindler, Marc Stöttinger:
Revealing side-channel issues of complex circuits by enhanced leakage models. DATE 2012: 1179-1184 - [c3]Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter
, Johannes Buchmann:
Improved algebraic side-channel attack on AES. HOST 2012: 146-151 - [c2]Qizhi Tian, Annelie Heuser, Sorin A. Huss:
A Novel Analysis Method for Assessing the Side-Channel Resistance of Cryptosystems. IIH-MSP 2012: 480-485 - [i1]Mohamed Saied Emam Mohamed, Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter:
Improved Algebraic Side-Channel Attack on AES. IACR Cryptol. ePrint Arch. 2012: 84 (2012) - 2011
- [c1]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: 674-681
Coauthor Index
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