Weight Equalization Algorithm for Tree Parity Machines
Fuente:
arXiv
Guardado en:
| Autores principales: | , |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| _version_ | 1866909215311790080 |
|---|---|
| author | Stypiński, Miłosz Niemiec, Marcin |
| author_facet | Stypiński, Miłosz Niemiec, Marcin |
| contents | Key agreement plays a crucial role in ensuring secure communication in public networks. Although algorithms developed many years ago are still being used, the emergence of quantum computing has prompted the search for new solutions. Tree parity machines have been put forward as a potential solution. However, they possess inherent shortcomings, one of which is the uneven distribution of values in the secured key obtained after the key agreement process, especially when on-binary vectors are used during the synchronization process. This paper introduces a novel algorithm designed to address this issue. The results demonstrate a substantial enhancement in the quality of the secured key obtained. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_00802 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Weight Equalization Algorithm for Tree Parity Machines Stypiński, Miłosz Niemiec, Marcin Cryptography and Security Key agreement plays a crucial role in ensuring secure communication in public networks. Although algorithms developed many years ago are still being used, the emergence of quantum computing has prompted the search for new solutions. Tree parity machines have been put forward as a potential solution. However, they possess inherent shortcomings, one of which is the uneven distribution of values in the secured key obtained after the key agreement process, especially when on-binary vectors are used during the synchronization process. This paper introduces a novel algorithm designed to address this issue. The results demonstrate a substantial enhancement in the quality of the secured key obtained. |
| title | Weight Equalization Algorithm for Tree Parity Machines |
| topic | Cryptography and Security |
| url | https://arxiv.org/abs/2406.00802 |