Machine learning for cryptanalysis

• Main Author: Yang, Allen Siwei
• Other Authors: Thomas Peyrin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Science::Mathematics::Discrete mathematics::Cryptography; Science::Mathematics::Applied mathematics::Quantitative methods
• Online Access: https://hdl.handle.net/10356/156805
• Institution: Nanyang Technological University

Lightweight cryptography involves cryptography subject to constraints such as area and power consumption. In 2019, NIST organised a currently ongoing competition for lightweight authenticated encryption. This competition, currently in its final stage, has narrowed down the initial 57 submissions...