Genetic algorithm based key sequence generation for cipher system

Sudeepa, K B; Aithal, Ganesh; Rajinikanth, V.; Satapathy, Suresh Chandra

doi:10.1016/j.patrec.2020.03.015

Cited by 11 publications

(8 citation statements)

References 13 publications

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“…Day after day, the significance of security is increased owing to the rise of e-commerce and the processing of online transactions. In addition to the algorithms of encryption and decryption, the characteristic of the randomness for the generated key sequences proves the strength of the symmetric key cryptographic systems [7].…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

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Implementation of modified GSO based magic cube keys generation in cryptography

Mazher¹,

Waleed

2021

EEJET

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Over the last few decades, tremendous and exponential expansion in digital contents together with their applications has emerged. The Internet represents the essential leading factor for this expansion, which provides low-cost communication tools worldwide. However, the main drawback of the Internet is related to security problems. In order to provide secure communication, enormous efforts have been spent in the cryptographic field. Recently, cryptographic algorithms have become essential for increasing information safety. However, these algorithms require random keys and can be regarded as compromised when the random keys are cracked via the attackers. Therefore, it is substantial that the generation of keys should be random and hard to crack. In this paper, this is guaranteed via one of the most efficient nature-inspired algorithms emerged by inspiring the movements of stars, galaxies, and galaxy superclusters in the cosmos that can be utilized with a mathematical model (magic cube) for generating hardly cracking random number keys. In the proposed cryptographic system, the Modified Galactic Swarm Optimization (GSO) algorithm has been utilized in which every row and column of magic cube faces are randomly rotated until reaching the optimal face, and the optimal random elements are selected as optimal key from the optimal face. The generated optimized magic cube keys are used with several versions of RC6 algorithms to encrypt various secret texts. Furthermore, these generated keys are also used for encrypting images using the logical XOR operation. The obtained results of NIST tests proved that the generated keys are random and uncorrelated. Moreover, the security of the proposed cryptographic system was proved

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Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…In cryptography, in order to secure the content, a lot of researches concentrate on making the problem of inference very hard. Therefore, metaheuristic algorithms can be utilized for generating random uncorrelated keys in cryptography [6,7].…”

Section: Introductionmentioning

confidence: 99%

Implementation of modified GSO based magic cube keys generation in cryptography

Mazher¹,

Waleed

2021

EEJET

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“…Day by day, the information shared over the internet has increased due to improvement in the security provided by cryptographic algorithms. Stream ciphers algorithms are simple and fast, and they are used for real‐time applications 1 . In stream ciphers, the plaintext and key must be of the same length as it encrypts every byte with a new key byte.…”

Section: Introductionmentioning

confidence: 99%

“…A small change in the seed key must create chaos in the output sequence. Hence, key sequence generators play a vital role in stream ciphers 1,2 and motivate in designing it. The main challenge in stream ciphers is to generate a long, aperiodic unpredictable key sequence from a small seed key.…”

Section: Introductionmentioning

confidence: 99%

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Key Sequences based on Cyclic Elliptic Curves over GF(2⁸) with Logistic Map for Cryptographic Applications

Siddaramanna¹,

Venkatramanayya²

2022

Concurrency and Computation

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The chaotic functions and cyclic elliptic curves (CEC) has attracted many researchers, especially cryptographers, since decades. As CEC and chaotic functions meet the requirements of the cryptography, they are widely used either in key sequence generation or encryption/decryption process. Since in symmetric key encryption, stream ciphers need a large key sequence to encrypt/decrypt the information, authors propose a hybrid model to generate pseudo random sequence using CEC and logistic map. The hybrid model is developed using CEC points over GF(2 8 ) and an one-dimensional logistic map. In the proposed system, binary chaotic sequence and CEC points are given to AES S-box to get two random sequences separately. Byte wise parity is computed for both the sequences. Based on the parity of both the bytes, one of the byte is left shifted and the other is right shifted by two positions in a circular manner. Later, both the bytes are combined using the XOR operation to get the random binary sequence. The generated sequences are analysed for randomness using various test suites like NIST, Correlation, FIPS, and TestU01. It has been observed that all the sequences pass the randomness tests. Using additive stream cipher, image encryption is implemented by considering the generated sequence as key sequence. The performance evaluation and security analysis of the encryption process is conducted. The results obtained for the proposed system indicate that the system is robust to withstand many cryptanalytic attacks.

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Chaos-based image encryption using hybrid model of linear-feedback shift register system and deoxyribonucleic acid

Ghanbari

Enayatifar

Motameni

2022

Multimed Tools Appl

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Genetic algorithm based key sequence generation for cipher system

Cited by 11 publications

References 13 publications

Implementation of modified GSO based magic cube keys generation in cryptography

Implementation of modified GSO based magic cube keys generation in cryptography

Key Sequences based on Cyclic Elliptic Curves over GF(2⁸) with Logistic Map for Cryptographic Applications

Chaos-based image encryption using hybrid model of linear-feedback shift register system and deoxyribonucleic acid

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Genetic algorithm based key sequence generation for cipher system

Cited by 11 publications

References 13 publications

Implementation of modified GSO based magic cube keys generation in cryptography

Implementation of modified GSO based magic cube keys generation in cryptography

Key Sequences based on Cyclic Elliptic Curves over GF(28) with Logistic Map for Cryptographic Applications

Chaos-based image encryption using hybrid model of linear-feedback shift register system and deoxyribonucleic acid

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Product

Resources

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Key Sequences based on Cyclic Elliptic Curves over GF(2⁸) with Logistic Map for Cryptographic Applications