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Multi-factor authentication and key agreement scheme based on PUF and Chebyshev chaotic map for wireless sensor
1School of Data Science, Tongren University, Tongren, 554300, China. wanglinjie_66@hotmail.com.
Scientific Reports
|December 21, 2025
Summary
This study introduces a secure three-party authentication and key agreement scheme for wireless sensor networks (WSNs). The novel approach enhances privacy and security against various threats, including machine learning attacks, improving overall network resilience.
Area of Science:
- Computer Science
- Cybersecurity
- Network Engineering
Background:
- Wireless sensor networks (WSNs) are vulnerable to security threats due to their open communication nature.
- Existing WSN security mechanisms often lack fundamental protections against interception and manipulation.
- The need for robust authentication and privacy preservation in WSNs is critical.
Purpose of the Study:
- To propose a novel three-party authentication and key agreement scheme for WSNs.
- To enhance WSN security against sophisticated attacks, including machine learning-based modeling.
- To ensure user privacy and dynamic, one-time identity authentication.
Main Methods:
- The proposed scheme integrates physical unclonable functions (PUFs) with the Chebyshev chaotic map for cryptography.
- Hash functions and XOR operations are employed for dynamic pseudonym generation and parameter updates.
- Formal and informal security analyses, alongside practical simulations, were used for validation.
Main Results:
- The scheme provides strong resilience against various security risks, including machine learning attacks.
- Dynamic generation and updating of user pseudonyms and authentication parameters ensure one-time usage.
- Simulations confirm the scheme's efficiency in terms of computational and communication overhead.
Conclusions:
- The proposed authentication and key agreement scheme offers superior security and efficiency for WSNs.
- It effectively addresses privacy concerns and enhances resilience against evolving cyber threats.
- The integration of PUFs and chaotic maps presents a promising direction for WSN security.
