Аңдатпа
Cybersecurity Framework for IoT-Integrated Electric Power Information SystemsThe integration of Internet of Things (IoT) devices in electric power information systems has introduced unprecedented cybersecurity challenges.This study develops and evaluates a comprehensive cybersecurity framework tailored for IoT-integrated power grids, addressing the unique vulnerabilities and complexities of these critical systems.A multi-layered security approach was designed, incorporating device authentication, encrypted communication, and machine learning-based anomaly detection.The framework underwent extensive testing across six distinct attack types (unauthorized access, man-in-the-middle, DDoS, malicious command injection, firmware tampering, and data exfiltration), with over 10,000 simulated attack scenarios conducted in a testbed environment mimicking a regional power grid with up to 10,000 IoT devices.The framework demonstrated high effectiveness, with average threat detection rates of 97.9% and prevention rates of 97.1% across all attack vectors.Performance testing revealed sub-linear CPU utilization growth as IoT devices scaled from 100 to 10,000, with only a 2.3% increase in network latency at the 1,000-device scale.The system maintained 98.7-99.8%availability during attacks and achieved 94-98% compliance with key industry standards.These findings demonstrate the framework's robust capabilities in securing IoT-integrated power systems while highlighting areas for future research in extreme scalability scenarios and real-world implementation challenges.