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Reconfigurable Security Architecture (RESA) Based on PUF for FPGA-Based IoT Devices
Armin Babaei1, Gregor Schiele2, Michael Zohner3
1Nord CS GmbH, 60327 Frankfurt am Main, Germany.
Sensors (Basel, Switzerland)
|July 28, 2022
Summary
This study introduces a lightweight authentication protocol for long-lasting Internet of Things (IoT) devices using physical unclonable function (PUF) technology. The proposed solution for FPGA-based IoT systems demonstrates resilience against advanced machine learning attacks.
Area of Science:
- Computer Science
- Electrical Engineering
- Cybersecurity
Background:
- Internet of Things (IoT) device utilization presents significant cybersecurity challenges.
- Robust authentication is a critical security requirement for IoT devices, especially those with extended operational lifetimes.
Purpose of the Study:
- To propose a lightweight authentication protocol specifically designed for FPGA-based IoT devices.
- To enhance the security of IoT devices with long lifetimes against evolving threats.
Main Methods:
- Implementation of a novel authentication protocol leveraging Physical Unclonable Function (PUF) technology.
- Evaluation of the protocol's resilience against contemporary machine learning-based attack vectors.
- Focus on Field-Programmable Gate Array (FPGA) hardware for IoT device implementation.
Main Results:
- The proposed PUF-based authentication protocol offers a lightweight solution for IoT security.
- Demonstrated effectiveness in resisting sophisticated machine learning attacks targeting authentication mechanisms.
- Suitable for resource-constrained, long-lifetime FPGA-based IoT applications.
Conclusions:
- Physical Unclonable Function (PUF) technology provides a viable and effective approach for securing IoT devices.
- The developed lightweight protocol enhances the cybersecurity posture of long-lifetime IoT systems.
- The solution is particularly well-suited for FPGA implementations, addressing practical deployment challenges.
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