Annelie Heuser

2.2k total citations
27 papers, 628 citations indexed

About

Annelie Heuser is a scholar working on Artificial Intelligence, Signal Processing and Hardware and Architecture. According to data from OpenAlex, Annelie Heuser has authored 27 papers receiving a total of 628 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Artificial Intelligence, 14 papers in Signal Processing and 14 papers in Hardware and Architecture. Recurrent topics in Annelie Heuser's work include Cryptographic Implementations and Security (23 papers), Physical Unclonable Functions (PUFs) and Hardware Security (14 papers) and Advanced Malware Detection Techniques (14 papers). Annelie Heuser is often cited by papers focused on Cryptographic Implementations and Security (23 papers), Physical Unclonable Functions (PUFs) and Hardware Security (14 papers) and Advanced Malware Detection Techniques (14 papers). Annelie Heuser collaborates with scholars based in France, Netherlands and Germany. Annelie Heuser's co-authors include Stjepan Picek, Shivam Bhasin, Alan Jović, Sylvain Guilley, Francesco Regazzoni, Jaehun Kim, Alan Hanjalić, Michael Zohner, Nele Mentens and Domagoj Jakobović and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Computers and IEEE Transactions on Information Forensics and Security.

In The Last Decade

Annelie Heuser

26 papers receiving 609 citations

Peers

Countries citing papers authored by Annelie Heuser

Since Specialization

Citations

This map shows the geographic impact of Annelie Heuser's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Annelie Heuser with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Annelie Heuser more than expected).

Fields of papers citing papers by Annelie Heuser

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Annelie Heuser. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Annelie Heuser. The network helps show where Annelie Heuser may publish in the future.

Co-authorship network of co-authors of Annelie Heuser

This figure shows the co-authorship network connecting the top 25 collaborators of Annelie Heuser. A scholar is included among the top collaborators of Annelie Heuser based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Annelie Heuser. Annelie Heuser is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Still Making Noise: Improving Deep- Learning-Based Side- Channel Analysis 2024 ·IEEE Design and Test ·Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalić	0
2	Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis 2023 ·IEEE Design and Test ·Stjepan Picek, Annelie Heuser, Alan Jović, Shivam Bhasin, Francesco Regazzoni	2
3	Obfuscation Revealed: Leveraging Electromagnetic Signals for Obfuscated Malware Classification 2021 ·Annual Computer Security Applications Conference ·(unknown), (unknown), (unknown), Annelie Heuser	14
4	Accurate and Robust Malware Analysis through Similarity of External Calls Dependency Graphs (ECDG) 2021 ·SPIRE - Sciences Po Institutional REpository ·(unknown), Olivier Zendra, Annelie Heuser, (unknown)	5
5	Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis 2019 ·IACR Transactions on Cryptographic Hardware and Embedded Systems ·Jaehun Kim, Stjepan Picek, Annelie Heuser, Shivam Bhasin, Alan Hanjalić	131
6	The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations 2018 ·IACR Transactions on Cryptographic Hardware and Embedded Systems ·Stjepan Picek, Annelie Heuser, Alan Jović, Shivam Bhasin, Francesco Regazzoni	129
7	The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations 2018 ·SHILAP Revista de lepidopterología ·Stjepan Picek, Annelie Heuser, Alan Jović, Shivam Bhasin, Francesco Regazzoni	16
8	Side-channel analysis and machine learning: A practical perspective 2017 ·Stjepan Picek, Annelie Heuser, Alan Jović, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobović, Nele Mentens	63
9	On the optimality and practicability of mutual information analysis in some scenarios 2017 ·Cryptography and Communications ·(unknown), Sylvain Guilley, Annelie Heuser, Olivier Rioul	9
10	Optimal side-channel attacks for multivariate leakages and multiple models 2017 ·Journal of Cryptographic Engineering ·Nicolas Bruneau, Sylvain Guilley, Annelie Heuser, (unknown), Olivier Rioul	12
11	Template attack versus Bayes classifier 2017 ·Journal of Cryptographic Engineering ·Stjepan Picek, Annelie Heuser, Sylvain Guilley	31
12	Lightweight Ciphers and Their Side-Channel Resilience 2017 ·IEEE Transactions on Computers ·Annelie Heuser, Stjepan Picek, Sylvain Guilley, Nele Mentens	32
13	Stochastic Collision Attack 2017 ·IEEE Transactions on Information Forensics and Security ·Nicolas Bruneau, Claude Carlet, Sylvain Guilley, Annelie Heuser, Emmanuel Prouff, Olivier Rioul	10
14	PFD—A Flexible Higher-Order Masking Scheme 2016 ·IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·(unknown), (unknown), Annelie Heuser, Yanzhen Ren, Jie Li, Jean‐Luc Danger	2
15	Practical improvements of side-channel attacks on AES: feedback from the 2nd DPA contest 2014 ·Journal of Cryptographic Engineering ·Christophe Clavier, Jean‐Luc Danger, (unknown), (unknown), Benoît Gérard, Sylvain Guilley, Annelie Heuser, Michael Kasper, Yang Li, Victor Lomné, (unknown), Kazuo Ohta, Kazuo Sakiyama, Laurent Sauvage, Werner Schindler, Marc Stöttinger, Nicolas Veyrat-Charvillon, (unknown), (unknown)	18
16	Improved algebraic side-channel attack on AES 2013 ·Journal of Cryptographic Engineering ·(unknown), Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter, Johannes Buchmann	10
17	Revealing side-channel issues of complex circuits by enhanced leakage models 2012 ·Annelie Heuser, Werner Schindler, Marc Stöttinger	9
18	Intelligent Machine Homicide - Breaking Cryptographic Devices Using Support Vector Machines. 2012 ·Annelie Heuser, Michael Zohner	35
19	Improved algebraic side-channel attack on AES 2012 ·(unknown), Stanislav Bulygin, Michael Zohner, Annelie Heuser, Michael Walter, Johannes Buchmann	22
20	A Novel Analysis Method for Assessing the Side-Channel Resistance of Cryptosystems 2012 ·(unknown), Annelie Heuser, Sorin A. Huss	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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