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Specification-Based Misbehavior Detection System : Design, Insights, Challenges, and Future Strategies

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초록

영어
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

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자료제공 : 네이버학술정보

    간행물 정보

    • 간행물
      한국차세대컴퓨팅학회 학술대회
    • 간기
      반년간
    • 수록기간
      2021~2025
    • 십진분류
      KDC 566 DDC 004