Ruhr-University Bochum
Faculty of Computer Science
Machine Learning / Algorithmics
Universitätsstr. 150
44801 Bochum
Room: MC 5.124
Tel: +49 (0)234 32-23207
E-Mail: asja.fischer@rub.de
Office hours: By Arrangement
Table of Contents
Curriculum Vitae
Before becoming a professor in Bochum I was an assistant professor at RUB, akademische Rätin (assistant professor) at Bonn university, and a post-doctoral researcher at the Montreal Institute for Learning Algorithms (MILA). Between 2010 and 2015, I was employed both at the Institute for Neural Computation at the Ruhr-University Bochum and the Department of Computer Science at the University of Copenhagen working on my PhD, which I defended in Copenhagen in 2014. Before, I studied Biology. Bioinformatics, Mathematics, and Cognitive Science at the Ruhr-University Bochum, the Universidade de Lisboa, and the University of Osnabrück.
Courses
Research
In a broad perspective, my main research ambition is to understand the fundamental computational principles of learning that characterize intelligence. More specifically, my research interests are focussed on the development, analysis, and application of deep learning models and methods. I am particularly interested in analysing and developing probabilistic models and inference methods, investigating biologically plausible deep learning, and understanding the stochastic processes involved in the training and optimisation of neural networks and probabilistic models.
Publications
2024
2023
2022
2021
2020
2019
2018
2017
2016
2015
2014
2013
2012
2011
2010
Publications
Multiple Group Action Dlogs with(out) Precomputation
Alexander May, Massimo Ostuzzi
In: Preprint, Geplante Veröffentlichung.
Links | Schlagwörter: Preprint
@article{DBLP:journals/iacr/MayO24,
title = {Multiple Group Action Dlogs with(out) Precomputation},
author = {Alexander May and Massimo Ostuzzi},
url = {https://eprint.iacr.org/2024/564, Paper },
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
journal = {Preprint},
keywords = {Preprint},
pubstate = {forthcoming},
tppubtype = {article}
}
How to Lose Some Weight - A Practical Template Syndrome Decoding Attack
Sebastian Bitzer, Jeroen Delvaux, Elena Kirshanova, Sebastian Maaßen, Alexander May, Antonia Wachter-Zeh
Coding and Cryptography (WCC 24), 2024.
Links | Schlagwörter: Crypto Others
@workshop{DBLP:journals/iacr/BitzerDKMMW24,
title = {How to Lose Some Weight - A Practical Template Syndrome Decoding Attack},
author = {Sebastian Bitzer and Jeroen Delvaux and Elena Kirshanova and Sebastian Maaßen and Alexander May and Antonia Wachter-Zeh},
url = {https://eprint.iacr.org/2024/621, Paper
https://wcc2024.sites.dmi.unipg.it/SLIDES/Bitzer.pdf, Slides},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
booktitle = {Coding and Cryptography (WCC 24)},
journal = {IACR Cryptol. ePrint Arch.},
pages = {621},
keywords = {Crypto Others},
pubstate = {published},
tppubtype = {workshop}
}
Too Many Hints - When LLL Breaks LWE
Alexander May, Julian Nowakowski
In: Advances in Cryptology (ASIACRYPT 23), 2023.
Links | Schlagwörter: Crypto Flagship, Rank A*/A
@inproceedings{DBLP:conf/asiacrypt/MayN23,
title = {Too Many Hints - When LLL Breaks LWE},
author = {Alexander May and Julian Nowakowski},
url = {https://eprint.iacr.org/2023/777.pdf, Paper
https://iacr.org/submit/files/slides/2023/asiacrypt/asiacrypt2023/314/slides.pdf, Slides
https://www.youtube.com/watch?v=4USR_wlFpg8, Video
https://doi.org/10.1007/978-981-99-8730-6\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\_4, DOI
},
year = {2023},
date = {2023-12-01},
urldate = {2023-12-01},
booktitle = {Advances in Cryptology (ASIACRYPT 23)},
volume = {14441},
series = {Lecture Notes in Computer Science},
keywords = {Crypto Flagship, Rank A*/A},
pubstate = {published},
tppubtype = {inproceedings}
}
How to Enumerate LWE Keys as Narrow as in Kyber/Dilithium
Timo Glaser, Alexander May
In: Cryptology and Network Security (CANS 23), S. 75–100, Springer, 2023.
Links | Schlagwörter: Crypto Others
@inproceedings{DBLP:conf/cans/GlaserM23,
title = {How to Enumerate LWE Keys as Narrow as in Kyber/Dilithium},
author = {Timo Glaser and Alexander May},
url = {https://eprint.iacr.org/2022/1337.pdf, Paper
https://doi.org/10.1007/978-981-99-7563-1_4, DOI
https://dblp.uni-trier.de/rec/conf/cans/GlaserM23.html?view=bibtex, bibtex},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {Cryptology and Network Security (CANS 23)},
volume = {14342},
pages = {75–100},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {Crypto Others},
pubstate = {published},
tppubtype = {inproceedings}
}
Breaking Goppa-based McEliece with hints
Elena Kirshanova, Alexander May
In: Security and Cryptography for Networks (SCN 22), and Journal of Information and Computation, Volume 293, 2023.
Links | Schlagwörter: Crypto Others
@inproceedings{DBLP:journals/iandc/KirshanovaM23,
title = {Breaking Goppa-based McEliece with hints},
author = {Elena Kirshanova and Alexander May},
url = {https://eprint.iacr.org/2022/525.pdf, Paper
https://doi.org/10.1016/j.ic.2023.105045, DOI Journal
https://link-springer-com-443.webvpn.synu.edu.cn/chapter/10.1007/978-3-031-14791-3_1, DOI Conference
https://dblp.uni-trier.de/rec/conf/pqcrypto/KirshanovaMN23.html?view=bibtex, bibtex},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {Security and Cryptography for Networks (SCN 22), and
Journal of Information and Computation, Volume 293},
issuetitle = {Test},
journal = {Information and Computation},
volume = {Volume 293},
keywords = {Crypto Others},
pubstate = {published},
tppubtype = {inproceedings}
}
Low Memory Attacks on Small Key CSIDH
Jesús-Javier Chi-Dominguez, Andre Esser, Sabrina Kunzweiler, Alexander May
In: Applied Cryptography and Network Security (ACNS 23), S. 276–304, Springer, 2023.
Links | Schlagwörter: Crypto Others
@inproceedings{DBLP:conf/acns/ChiDominguezEKM23,
title = {Low Memory Attacks on Small Key CSIDH},
author = {Jesús-Javier Chi-Dominguez and Andre Esser and Sabrina Kunzweiler and Alexander May},
url = {https://eprint.iacr.org/2023/507.pdf, Paper
https://doi.org/10.1007/978-3-031-33491-7_11, DOI},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {Applied Cryptography and Network Security (ACNS 23)},
issuetitle = {Applied Cryptography and Network Security (ACNS)},
volume = {13906},
pages = {276–304},
publisher = {Springer},
chapter = {Part II},
series = {Lecture Notes in Computer Science},
keywords = {Crypto Others},
pubstate = {published},
tppubtype = {inproceedings}
}
New NTRU Records with Improved Lattice Bases
Elena Kirshanova, Alexander May, Julian Nowakowski
In: Post-Quantum Cryptography (PQCrypto 23), S. 167–195, Springer, 2023.
Links | Schlagwörter: Crypto Others
@inproceedings{DBLP:conf/pqcrypto/KirshanovaMN23c,
title = {New NTRU Records with Improved Lattice Bases},
author = {Elena Kirshanova and Alexander May and Julian Nowakowski},
url = {https://eprint.iacr.org/2023/582.pdf, Paper
https://doi.org/10.1007/978-3-031-40003-2_7, DOI
https://dblp.uni-trier.de/rec/conf/pqcrypto/KirshanovaMN23.html?view=bibtex%20bibtex, bibtex
},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {Post-Quantum Cryptography (PQCrypto 23)},
volume = {14154},
pages = {167–195},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {Crypto Others},
pubstate = {published},
tppubtype = {inproceedings}
}
Dlog is Practically as Hard (or Easy) as DH - Solving Dlogs via DH Oracles on EC Standards
Alexander May, Carl Richard Theodor Schneider
In: Transactions on Cryptographic Hardware and Embedded Systems (TCHES), S. 146–166, 2023.
Links | Schlagwörter: Crypto Area, Rank A*/A
@inproceedings{DBLP:journals/tches/MayS23,
title = {Dlog is Practically as Hard (or Easy) as DH - Solving Dlogs via DH Oracles on EC Standards},
author = {Alexander May and Carl Richard Theodor Schneider},
url = {https://eprint.iacr.org/2023/539, Paper
https://informatik.rub.de/wp-content/uploads/2024/08/Dlog_vs_DH-2.pdf, Slides
https://doi.org/10.46586/tches.v2023.i4.146-166, DOI
https://dblp.org/rec/journals/iacr/MayS23.html?view=bibtex, bibtex},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {Transactions on Cryptographic Hardware and Embedded Systems (TCHES)},
volume = {2023},
number = {4},
pages = {146–166},
keywords = {Crypto Area, Rank A*/A},
pubstate = {published},
tppubtype = {inproceedings}
}
Partial Key Exposure Attacks on BIKE, Rainbow and NTRU
Andre Esser, Alexander May, Javier A. Verbel, Weiqiang Wen
In: Advances in Cryptology (CRYPTO 2022) , S. 346–375, Springer, 2022.
Links | Schlagwörter: Crypto Flagship, Rank A*/A
@inproceedings{DBLP:conf/crypto/EsserMVW22b,
title = {Partial Key Exposure Attacks on BIKE, Rainbow and NTRU},
author = {Andre Esser and Alexander May and Javier A. Verbel and Weiqiang Wen},
url = {https://eprint.iacr.org/2022/259.pdf, Paper
https://iacr.org/submit/files/slides/2022/crypto/crypto2022/70/slides.pptx, Slides
https://doi.org/10.1007/978-3-031-15982-4_12, DOI
https://dblp.uni-trier.de/rec/conf/crypto/EsserMVW22.html?view=bibtex, bibtex},
year = {2022},
date = {2022-08-01},
urldate = {2022-08-01},
booktitle = {Advances in Cryptology (CRYPTO 2022) },
volume = {13509},
pages = {346–375},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {Crypto Flagship, Rank A*/A},
pubstate = {published},
tppubtype = {inproceedings}
}
Approximate Divisor Multiples - Factoring with Only a Third of the Secret CRT-Exponents
Alexander May, Julian Nowakowski, Santanu Sarkar
In: Advances in Cryptology (EUROCRYPT 22) , S. 147–167, Springer, 2022.
Links | Schlagwörter: Crypto Flagship, Rank A*/A
@inproceedings{DBLP:conf/eurocrypt/MayNS22,
title = {Approximate Divisor Multiples - Factoring with Only a Third of the Secret CRT-Exponents},
author = {Alexander May and Julian Nowakowski and Santanu Sarkar},
url = {https://eprint.iacr.org/2022/271.pdf, Paper
https://iacr.org/submit/files/slides/2022/eurocrypt/eurocrypt2022/94/slides.pdf, Slides
https://youtube.com/watch?v=4USR_wlFpg8, Video
https://doi.org/10.1007/978-3-031-07082-2_6, DOI},
year = {2022},
date = {2022-05-02},
urldate = {2022-05-02},
booktitle = {Advances in Cryptology (EUROCRYPT 22) },
volume = {13277},
pages = {147–167},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {Crypto Flagship, Rank A*/A},
pubstate = {published},
tppubtype = {inproceedings}
}
Lectures (Moodle/Notes)
- Cryptanalysis (Codes, Classic 1, Cl. 2)
- Cryptography (Sym, Asym)
- Probabilistic (Basic, Algos)
- Quantum Algorithms (Script)
Former PhDs
Show names, year of graduation
- Önder Askin, 2024
- Floyd Zweydinger, 2023
- Lars Schlieper, 2022
- Alexander Helm, 2020
- Andre Esser, 2020
- Matthias Minihold, 2019
- Leif Both, 2018
- Robert Kübler, 2018
- Elena Kirshanova, 2016
- Ilya Ozerov, 2016
- Gottfried Herold, 2014
- Alexander Meurer, 2014
- Mathias Herrmann, 2011
- Maike Ritzenhofen, 2010
Calvin & Hobbes
Prof. Dr. Asja Fischer
Machine Learning
Head of Chair
Address:
Ruhr-University Bochum
Faculty of Computer Science
Machine Learning / Algorithmics
Universitätsstr. 150
–D-44801 Bochum
Room: MC 5.124
Telephone: +49 (0)234 32 23207
Office Hours: By arrangement
E-mail: asja.fischer(at)rub.de
Curriculum Vitae
Before becoming a professor in Bochum I was an assistant professor at RUB, akademische Rätin (assistant professor) at Bonn university, and a post-doctoral researcher at the Montreal Institute for Learning Algorithms (MILA). Between 2010 and 2015, I was employed both at the Institute for Neural Computation at the Ruhr-University Bochum and the Department of Computer Science at the University of Copenhagen working on my PhD, which I defended in Copenhagen in 2014. Before, I studied Biology. Bioinformatics, Mathematics, and Cognitive Science at the Ruhr-University Bochum, the Universidade de Lisboa, and the University of Osnabrück.
Courses
- 310502 : Artificial Intelligence
- n.n. : Machine Learning
- 212018 : Deep Learning
- 1k : Theorie des maschinellen Lernens
- 2s : Master-Praktikum Deep Learning and Natural Language Processing
- 212119 : Seminar Reinforcement Learning
- 212120 : Advanced Methods of Deep Learning
Research
In a broad perspective, my main research ambition is to understand the fundamental computational principles of learning that characterize intelligence. More specifically, my research interests are focussed on the development, analysis, and application of deep learning models and methods. I am particularly interested in analysing and developing probabilistic models and inference methods, investigating biologically plausible deep learning, and understanding the stochastic processes involved in the training and optimisation of neural networks and probabilistic models.