We devise a collaboration construction method based on the SPRT (Sequential Probability Ratio Test) for malware detection in IoT. In our method, high-end IoT nodes having capable of detecting malware and generating malware signatures harness the SPRT to give a reward of malware signatures to low-end IoT nodes providing useful data for malware detection in IoT. We evaluate our proposed method through simulation. Our simulation results indicate that the number of malware signatures provided for collaboration is varied in accordance with the threshold for fraction of useful data.
목차
Abstract 1. Introduction 2. Related Work 3. SPRT-based Collaboration Setup for Malware Detection among IoT nodes 4. Performance Evaluation 5. Conclusion Acknowledgement References
키워드
Sequential Probability Ratio Test (SPRT)MalwareCollaborationIoT
저자
Jun-Won Ho [ Professor, Department of Information Security, Seoul Women‘s University, South Korea ]
Corresponding Author