We create a malware detector classification method with using the Sequential Probability Ratio Test (SPRT) in IoT. More specifically, we adapt the SPRT to classify malware detectors into two categories of basic and advanced in line with malware detection capability. We perform evaluation of our scheme through simulation. Our simulation results show that the number of advanced detectors is changed in line with threshold for fraction of advanced malware information, which is used to judge advanced detectors in the SPRT.
목차
Abstract 1. Introduction 2. Related Work 3. Malware Detector Classification with Using the SPRT 4. Performance Evaluation 5. Conclusion Acknowledgement References
키워드
Sequential Probability Ratio Test (SPRT)Malware Detector ClassificationIoT
저자
Jun-Won Ho [ Professor, Department of Information Security, Seoul Women‘s University, South Korea ]
Corresponding author