(Deep) Learning About Elliptic Curve Cryptography

Diana Maimuţ, Cristian Matei, George Teşeleanu

2025

Abstract

Motivated by the interest in elliptic curves both from a theoretical (algebraic geometry) and applied (cryptography) perspective, we conduct a preliminary study on the underlying mathematical structure of these mathematical structures. Hence, this paper mainly focuses on investigating artificial intelligence techniques to enhance the efficiency of Schoof’s algorithm for point counting across various elliptic curve distributions, achieving varying levels of success.

Paper Citation

in Harvard Style

Maimuţ D., Matei C. and Teşeleanu G. (2025). (Deep) Learning About Elliptic Curve Cryptography. In Proceedings of the 11th International Conference on Information Systems Security and Privacy - Volume 2: ICISSP; ISBN 978-989-758-735-1, SciTePress, pages 437-444. DOI: 10.5220/0013095100003899

in Bibtex Style

@conference{icissp25,
author={Diana Maimuţ and Cristian Matei and George Teşeleanu},
title={(Deep) Learning About Elliptic Curve Cryptography},
booktitle={Proceedings of the 11th International Conference on Information Systems Security and Privacy - Volume 2: ICISSP},
year={2025},
pages={437-444},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013095100003899},
isbn={978-989-758-735-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Information Systems Security and Privacy - Volume 2: ICISSP
TI - (Deep) Learning About Elliptic Curve Cryptography
SN - 978-989-758-735-1
AU - Maimuţ D.
AU - Matei C.
AU - Teşeleanu G.
PY - 2025
SP - 437
EP - 444
DO - 10.5220/0013095100003899
PB - SciTePress