A review of traditional, lightweight and ultra-lightweight cryptography techniques for IoT security environment

Saba, Samah J.; Al-Nuaimi, Bashar; Suhail, Ruaa Azzah

doi:10.1063/5.0103349

Cited by 2 publications

(1 citation statement)

References 41 publications

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“…To address such security issues, Roca et al presented a semi-centralized key management framework for intelligent connected vehicle security [21,39]. They realized decentralized and dynamic key distribution during vehicle operation and considered different aspects such as the broadcast communication of the ECU (electronic control unit), the ECU manufacturing process, and ECU authentication without certificates of external third parties.…”

Section: Encryption and Authentication Techniques For Ict Securitymentioning

confidence: 99%

A Novel Multi-Attack IDS Framework for Intelligent Connected Terminals Based on Over-the-Air Signature Updates

et al. 2023

Electronics

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Modern terminals are developing toward intelligence and ubiquitous connection. Such ICTs (intelligent connected terminals) interact more frequently with the outside world and expose new attack surfaces. IDSs (intrusion detection systems) play a vital role in protecting ICT security. Multi-attack IDSs that can cover both intra-terminal and inter-terminal networks are a promising research direction for improving detection accuracy and the strength of security protection. However, a major challenge is the frequent dynamic signature updates across the network boundary, which cause significant computational overheads and result in losses in detection performance. In light of this, we propose a novel IDS framework based on OTA (over-the-air) signature updates to implement multi-attack detection. It updates the attack signatures of the target ICTs and adds the new attack signatures to the signature database in order to minimize the local memory storage and computing resources. It employs a CNN (convolutional neural network) based on an auto-encoder to achieve multi-attack detection, which can ensure the detection accuracy of multi-attacks with the multiple classification function. We evaluated our framework on four types of real-world ICT attack data, drawing comparisons with four widely used IDS schemes, and demonstrated the non-negligible superiority of our scheme over all benchmarks in terms of accuracy, recall, precision, and F1-score. Our work represents an important step toward an IDS that can detect multi-attacks in both intra-terminal and inter-terminal networks.

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Section: Encryption and Authentication Techniques For Ict Securitymentioning

confidence: 99%

A Novel Multi-Attack IDS Framework for Intelligent Connected Terminals Based on Over-the-Air Signature Updates

et al. 2023

Electronics

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An Improved Lightning Search Algorithm-based End-to-End Lightweight Partially Homomorphic Encryption Approach for Enhanced IoT Security

Balasubramanian,

Velusamy

2024

Braz. arch. biol. technol.

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A review of traditional, lightweight and ultra-lightweight cryptography techniques for IoT security environment

Cited by 2 publications

References 41 publications

A Novel Multi-Attack IDS Framework for Intelligent Connected Terminals Based on Over-the-Air Signature Updates

A Novel Multi-Attack IDS Framework for Intelligent Connected Terminals Based on Over-the-Air Signature Updates

An Improved Lightning Search Algorithm-based End-to-End Lightweight Partially Homomorphic Encryption Approach for Enhanced IoT Security

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