New results on machine learning-based distinguishers

• Main Authors: Baksi, Anubhab, Breier, Jakub, Dasu, Vishnu Asutosh, Hou, Xiaolu, Kim, Hyunji, Seo, Hwajeong
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Speck; Ascon
• Online Access: https://hdl.handle.net/10356/169249
• Institution: Nanyang Technological University

Machine Learning (ML) is almost ubiquitously used in multiple disciplines nowadays. Recently, we have seen its usage in the realm of differential distinguishers for symmetric key ciphers. It has been shown that ML-based differential distinguishers can be easily extended to break round-reduced versio...