On the cryptanalysis of S-DES using nature inspired optimization algorithms

被引:1
|
作者
Kamal, Ritwiz [1 ]
Bag, Moynak [1 ]
Kule, Malay [1 ]
机构
[1] Indian Inst Engn Sci & Technol, Dept Comp Sci & Technol, Howrah 711103, W Bengal, India
关键词
Cryptanalysis; Simplified data encryption standard; Cuckoo search algorithm; Firefly algorithm; Black-hole optimization; Genetic algorithm; Memetic algorithm; Levy flight;
D O I
10.1007/s12065-020-00417-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cryptanalysis has emerged to be an important topic in the era of modern emerging technologies. The cryptanalysis of Simplified Data Encryption Standard (S-DES) is a NP-Hard combinatorial problem. This paper has two goals. Firstly, we study the cryptanalysis of S-DES via nature-inspired meta-heuristic algorithms namely Cuckoo Search, Firefly and Black-Hole Optimization Algorithms. Each of these algorithms is based on fascinating natural phenomena and exploits the inherent uniqueness of such phenomena to solve optimization problems. Secondly, we present a comparative study on the efficiency of these three fairly new algorithms with that of previously established Memetic Algorithm and Genetic Algorithms in regard to S-DES cryptanalysis. Through experimentations and extensive tests, it has been shown that the proposed algorithm based on Cuckoo Search proves to be most efficient with respect to accuracy and execution time.
引用
收藏
页码:163 / 173
页数:11
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