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An Event Detection Method for Cyber Attacks on IoT Using Time Synchronization Service
Tamotsu KAWAMURA Masaru FUKUSHI Yasushi HIRANO Yusuke FUJITA Yoshihiko HAMAMOTO
D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2018/05/01
Online ISSN: 1881-0225
Type of Manuscript: PAPER
IoT, cyber attack, event detection, presage, time synchronization service,
Full Text(in Japanese): PDF(1.7MB)
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Developing countermeasures against cyber attacks is an urgent issue in IoT (Internet of Things), and event detection is becoming increasingly important to detect events as the presages of a security incident. Existing event detection methods and products target the traditional computers and the environment; therefore, they are not suitable for real-time event detection in the IoT environment where system resource is limited. This paper proposes an event detection method utilizing widely-used time synchronization service and develops a lightweight event detection module which can be embedded into IoT devices. The proposed method detects events focusing on the following system behaviour; when target systems are under attacks, fluctuation occurs in the system clock and communication delay due to the overloaded system and network processing incurred by a chain of interrupts. Experimental results show that the developed module achieves high positive/negative likelihood ratios and F-measure, indicating its usefulness in the event detection in the IoT environment.