Open AccessDynamic Tracing Buffer for Intrusion Detection by XGboost
Author(s) -
Lin Chen
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1550/3/032129
Subject(s) - tracing , intrusion detection system , computer science , host based intrusion detection system , guard (computer science) , buffer overflow , intrusion , real time computing , buffer (optical fiber) , anomaly based intrusion detection system , computer security , computer network , operating system , intrusion prevention system , telecommunications , geochemistry , programming language , geology
Dynamic tracing buffer for the intrusion detection program or service is a novel method to design the system guard process. However, due to lack of human monitoring and its default signature-based security measures are ineffectual for detecting stealth attacks, the server distributed system needs an intelligent intrusion detection solution. This paper proposed a novel method to achieve the intrusion detection task through a dynamic contiguous system call tracing buffer.