A new intrusion detection method based on process profiling

Y. Okazaki, I. Sato, Shigeki Goto

    研究成果: Conference contribution

    28 被引用数 (Scopus)

    抄録

    There are two well-known models for intrusion detection-anomaly intrusion detection (AID) model and misuse intrusion detection (MID) model. The former analyzes user behavior and the statistics of a process in a normal situation, and checks whether the system is being used in a different manner. The latter maintains a database of known intrusion techniques and detects intrusion by comparing behavior against the database. An intrusion detection method based on an AID model can detect a new intrusion method, but needs to update the data describing user behavior and statistics in normal usage. We call these information profiles. There are several problems in AID to be addressed. The profiles tend to be large. Detecting intrusion needs a large amount of system resources, like CPU time and memory and disk space. An MID model requires fewer system resources to detect intrusion. However, it cannot detect new, unknown intrusion methods. Our method solves these problems by recording system calls from daemon processes and setuid programs. We improved detection accuracy by adopting a DP matching scheme.

    本文言語English
    ホスト出版物のタイトルProceedings - 2002 Symposium on Applications and the Internet, SAINT 2002
    出版社Institute of Electrical and Electronics Engineers Inc.
    ページ82-90
    ページ数9
    ISBN(印刷版)0769514472, 9780769514475
    DOI
    出版ステータスPublished - 2002
    イベントSymposium on Applications and the Internet, SAINT 2002 - Nara City, Japan
    継続期間: 2002 1月 282002 2月 1

    Other

    OtherSymposium on Applications and the Internet, SAINT 2002
    国/地域Japan
    CityNara City
    Period02/1/2802/2/1

    ASJC Scopus subject areas

    • コンピュータ ネットワークおよび通信
    • コンピュータ サイエンスの応用

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