Low power IoT device communication through hybrid AES-RSA encryption in MRA mode
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View abstract on PubMed
Summary
This summary is machine-generated.This study enhances security for Internet of Things (IoT) edge devices by optimizing the Advanced Encryption Standard (AES) and Rivest–Shamir–Adleman (RSA) algorithms. The novel MRA hybrid algorithm ensures robust data security and efficient transmission in edge computing scenarios.
Area Of Science
- Computer Science
- Cybersecurity
- Network Engineering
Background
- Edge computing and IoT devices require robust security for data transmission.
- Existing encryption methods often prioritize speed over data integrity and confidentiality.
- Sensor network communication in edge scenarios necessitates enhanced security measures.
Purpose Of The Study
- To enhance the security and efficiency of encryption algorithms for low-energy IoT edge devices.
- To develop a novel hybrid encryption algorithm integrating improved RSA and AES.
- To ensure data integrity, confidentiality, and efficient transmission in edge environments.
Main Methods
- Optimized the Advanced Encryption Standard (AES) algorithm with a three-threaded design and reduced rounds.
- Enhanced the Rivest–Shamir–Adleman (RSA) algorithm using a triple-prime system with reduced bit lengths.
- Developed a novel RSA-AES hybrid algorithm (MRA) for secure key exchange and data encryption.
Main Results
- The enhanced AES algorithm demonstrated improved speed and energy efficiency.
- The enhanced RSA algorithm offered optimized computational efficiency and strengthened security.
- The MRA hybrid algorithm proved effective in securing data transmission with high efficiency and robust security analysis.
Conclusions
- The MRA hybrid algorithm provides a reliable and practical solution for secure communication in edge environments.
- The integration of optimized RSA and AES significantly enhances data security and transmission efficiency.
- This research addresses critical security gaps in current IoT edge data communication.
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