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Automatic Verification and Execution of Cyber Attack on IoT Devices
Fartein Lemjan Færøy1, Muhammad Mudassar Yamin1, Ankur Shukla2
1Department of Information Security and Communication Technology, Norwegian Univeristy of Science and Technology, 2815 Gjøvik, Norway.
Autonomous penetration testing enhances Internet of Things (IoT) device security. Our system autonomously identifies critical Wi-Fi vulnerabilities in deployed IoT products, addressing significant security concerns.
Area of Science:
- Cybersecurity
- Computer Networks
- Internet of Things (IoT)
Background:
- Internet of Things (IoT) devices are increasingly prevalent in daily life and critical infrastructure.
- The widespread use of IoT devices makes them attractive targets for cyberattacks, as exemplified by the Mirai botnet.
- Existing security concerns are amplified by the infeasibility of manual security testing for billions of IoT devices.
Purpose of the Study:
- To investigate the application of automated attack execution models for autonomous penetration testing of IoT devices.
- To determine if common and severe Wi-Fi vulnerabilities persist in current IoT devices.
- To develop and validate a system for autonomous IoT security assessment.
Main Methods:
- Adapted automated attack execution models from cyber range research for IoT penetration testing.
- Designed and implemented autonomous penetration testing agents.
- Conducted a case study to evaluate the system's effectiveness on deployed IoT products.
Main Results:
- Demonstrated that automated models can effectively model and design autonomous penetration testing agents for IoT devices.
- Confirmed the presence of well-known and severe Wi-Fi vulnerabilities in currently sold IoT products.
- Showcased the capability of the developed system to autonomously detect these vulnerabilities.
Conclusions:
- Autonomous penetration testing is a feasible and effective approach for assessing IoT device security at scale.
- Significant security vulnerabilities, particularly related to Wi-Fi, remain prevalent in commercial IoT devices.
- The developed system provides a valuable tool for identifying and mitigating security risks in the rapidly expanding IoT ecosystem.
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