Immune Systems Approaches for Cryptographic Algorithm

Ariffin, Suriyani; Mahmod, Ramlan; Jaafar, Azmi; Ariffin, Muhammad Rezal Kamel

doi:10.1109/bic-ta.2011.33

Cited by 7 publications

(2 citation statements)

References 16 publications

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“…One of the researches of artificial immune system is presented in [5]. In this research, a cryptographic algorithm was developed based on the inspiration of artificial immune systems.…”

Section: Related Workmentioning

confidence: 99%

An Immunity-based Error Containment Algorithm for Database Intrusion Response Systems

Yanes¹,

Mostafa²,

Alshammari³

et al. 2019

IJACSA

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The immune system has received a special attention as a potential source of inspiration for innovative approaches to solve database security issues and build artificial immune systems. Database security issues need to be correctly identified to ensure that suitable responses are taken. This paper proposes an immunity-based error containment algorithm for providing optimum response in detected intrusions. The objective of the proposed algorithm is to reduce the false positive alarms to the minimum since not all the incidents are malicious in nature. The proposed algorithm is based on apoptotic and necrotic signals which are parts of the immunity structure in human immune system. Apoptotic signals define low-level alerts that could result from legitimate users but could be also the prerequisites for an attack, while necrotic signals define highlevel alerts that result from actual successful attacks.

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“…One of the researches of artificial immune system is presented in [5]. In this research, a cryptographic algorithm was developed based on the inspiration of artificial immune systems.…”

Section: Related Workmentioning

confidence: 99%

An Immunity-based Error Containment Algorithm for Database Intrusion Response Systems

Yanes¹,

Mostafa²,

Alshammari³

et al. 2019

IJACSA

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“…The method comprises a high number of encryption rounds with 64 iterations and a large key size with a multiple of eight from its round number. Next, [24] introduced immune-inspired approaches in constructing a 3D-AES that passed the statistical tests. The approach increased the AES block size from 256 to 512 bits.…”

Section: Introductionmentioning

confidence: 99%

Extended RECTANGLE Algorithm Using 3D Bit Rotation to Propose a New Lightweight Block Cipher for IoT

et al. 2020

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The Internet of Things (IoT) is a broad range of applications enabled by the connection of devices such as sensors, actuators, and monitors accessible through the Internet. Massive IoT device connectivity and vast data transmission have made the information susceptible to various types of attacks. Therefore, encryption is required for secure communication in an IoT ecosystem. An IoT system is constrained by its complexities that require small computing power. Thus, lightweight block cipher is chosen as the solution to IoT security issues. RECTANGLE block cipher has very efficient encryption speed performance among the existing lightweight algorithms. Although RECTANGLE achieves such high efficiency, lack of focus on its security aspect needs to be addressed. The algorithm is short of confusion and diffusion characteristics that should be offered by a block cipher as one of the cryptographic security properties. Therefore, we extended RECTANGLE using a 3D cipher to improve its security features by enhancing the algorithm confusion and diffusion properties. Security analysis and performance tests were performed to verify the strength of the proposed 3D RECTANGLE. The results show that 3D RECTANGLE performs better than its original version in terms of the correlation between data input and output with an increase of 1.58% for non-linearity results, records approximately 50% bit error rate for sensitiveness against both modifications of plaintext and key, increase of passing rate in the randomness test by 22.22%, and achieves competitive performance results against existing algorithms with 0.9516 ms execution speed and 67.26 bit/ms throughput.

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An Immune System-Inspired Byte Permutation Function to Improve Confusion Performance of Round Transformation in Symmetric Encryption Scheme

Ariffin

Mahmod

Jaafar

et al. 2012

Computer Science and Its Applications

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Immune Systems Approaches for Cryptographic Algorithm

Cited by 7 publications

References 16 publications

An Immunity-based Error Containment Algorithm for Database Intrusion Response Systems

An Immunity-based Error Containment Algorithm for Database Intrusion Response Systems

Extended RECTANGLE Algorithm Using 3D Bit Rotation to Propose a New Lightweight Block Cipher for IoT

An Immune System-Inspired Byte Permutation Function to Improve Confusion Performance of Round Transformation in Symmetric Encryption Scheme

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