Anomaly Detection Framework of System Call Trace Based on Sequence and Frequency Patterns

Anomaly Detection Framework of System Call Trace Based on Sequence and Frequency Patterns

The existing system call-based anomaly intrusion detection methods can’t accurately describe the behavior of the process by a single trace pattern.In this paper,the process behavior is modeled based on the sequence and frequency patterns of system call trace,and a data-driven anomaly detection frame...

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Bibliographic Details
Main Author: WEI Hui, CHEN Ze-mao, ZHANG Li-qiang
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-06-01
Series:Jisuanji kexue
Subjects:
host-based intrusion detection systems|system calls|deep neural network|long and short-term memory neural network
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-6-350.pdf

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https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-6-350.pdf

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