The Internet of Things (IoT) has rapidly expanded across various sectors such healthcare, home, management, and agriculture, introducing significant security challenges due to the diverse and often insecure nature of IoT devices. An interesting solution is the specification-based intrusion detection system (IDS), which uses behavior rules to determine if the observed execution of a system conform with its intended operation modes and provide advisory alerts when deviations occur that indicate security breaches. This paper reviews the fundamentals of specification-based IDS, including the key design workflow and challenges in implementing these ideas, especially towards IoT ecosystem. It also summarizes existing use cases, introduce ideas to address identified challenges, and suggests future directions to enhance the effectiveness and efficiency of specification-based IDS in complex IoT systems.
목차
Abstract I. INTRODUCTION II. SPECIFICATION-BASED MISBEHAVIOR DETECTION SYSTEM WORKFLOW III. CASE STUDIES AND CHALLENGES IV. POTENTIAL SOLUTION V. CONCLUSION AND FUTRE WORKS ACKNOWLEDGMENT REFERENCES
저자
Philip Virgil B. Astillo [ Department of Computer Engineering University of San Carlos Cebu City, Philippines ]
Linda E. Saavedra [ Department of Computer Engineering University of San Carlos Cebu City, Philippines ]
I Wayan Adi Juliawan Pawana [ Department of Financial Information Security Kookmin University Seoul, South Korea ]
Ilsun You [ Department of Financial Information Security Kookmin University Seoul, South Korea ]
Corresponding Author