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Efficiency and Security Evaluation of Lightweight Cryptographic Algorithms for Resource-Constrained IoT Devices.
Indu Radhakrishnan1, Shruti Jadon1, Prasad B Honnavalli1
1Department of Computer Science and Engineering, PES University, Bengaluru 560085, India.
This study compares lightweight cryptography (LWC) algorithms AES-128, SPECK, and ASCON for Internet of Things (IoT) security. SPECK demonstrated superior performance on resource-constrained IoT devices, balancing security and efficiency.
Area of Science:
- Computer Science
- Cybersecurity
- Embedded Systems
Background:
- The proliferation of Internet of Things (IoT) devices necessitates robust security solutions.
- Lightweight Cryptography (LWC) is crucial for enhancing privacy and confidentiality in IoT ecosystems.
- Selecting the optimal LWC algorithm is challenging due to numerous options and varying performance characteristics.
Purpose of the Study:
- To compare the performance and security robustness of three distinct LWC algorithms: AES-128, SPECK, and ASCON.
- To evaluate these algorithms on IoT boards with limited computational power and memory.
- To provide data-driven insights for selecting appropriate cryptographic solutions for IoT applications.
Main Methods:
- Performance evaluation of AES-128, SPECK, and ASCON based on execution time and memory utilization.
- Latency and throughput measurements for each algorithm under constrained IoT environments.
- Assessment of security robustness in the context of resource limitations.
Main Results:
- SPECK exhibited superior performance metrics compared to AES-128 and ASCON on resource-constrained IoT platforms.
- The study identified key performance differences influencing algorithm suitability for specific IoT applications.
- SPECK offers a favorable balance between security and performance for devices with limited capabilities.
Conclusions:
- SPECK emerges as a highly suitable lightweight cryptography algorithm for resource-constrained IoT devices.
- Informed selection of LWC algorithms is critical for optimizing security and performance in IoT deployments.
- Further research can explore other LWC candidates and advanced security considerations for IoT.
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