Can I read Machine Learning-Based Classification Between Block Cipher and Stream Cipher on EtoBox?

Machine Learning-Based Classification Between Block Cipher and Stream Cipher by Shivank Kumar Dadhwal; Girish Mishra is a book available to read on EtoBox.

What is Machine Learning-Based Classification Between Block Cipher and Stream Cipher about?

Rivest investigated the relationship between Machine Learning and cryptanalysis in 1991 by emphasizing how ideas from each field benefit the other. Encryption in block cipher is done block by block, whereas encryption in stream cipher is done digit by digit, preferably (bit by bit). The proposed research study has utilized a ML-based approach to distinguish between two types of ciphers. To validate the proposed system, block cipher AES and stream cipher Grain are used. The proposed experiment shows that these encryption algorithms are well randomized and do not provide any regularities in the cipher, which a ML method can use to differentiate between them.

Author

Shivank Kumar Dadhwal; Girish Mishra

Publisher

Springer Nature Singapore Pte Ltd Fka Springer Science + Business Media Singapore Pte Ltd

Published

2023

Language

EN

ISBN

9789811974021

Subjects

Computer Science, Engineering, Science