應用於檔案傳輸協定的類神經網路入侵偵測系統

An Implementation of NN Based Intrusion Detection System on FTP Service

殷志揚(Chih-Yang Yin) ； 李青松(Ching-Sung Lee)

《電腦與通訊》 107期 (2004/03) Pp. 89-102

https://doi.org/10.29917/CCLTJ.200403.0011

摘要

網路的盛行，伴隨著其便利同時，各種網路的攻擊行為也相對的越來越多，使得入侵偵測系統之重要性大幅提高。本篇論文提出一個針對檔案傳輸協定（FIIe Transfer Protoc0I）服務，以類神經網路建立一個異常偵測之入侵偵測系統的實作方式，主要目的在於評估利用資料探勘方式建立入侵偵測系統之可行性，並希望提出的方式可以用來偵測朱知的入侵行為。

關鍵字

入侵偵測系統 ； 異常偵測 ； 濫用偵測 ； 纇神經網路 ； 人工異常 ； 資料探勘

並列摘要

The wide uses of Internet have brought not only convenient network data access but also network attacks. The growing attack has made intrusion detection system become a major concern of information security. This article proposes an implementation of an anomaly detection IDS based on neural network, which is used on FTP service. The main objective of the article is to evaluate the feasibility to build IDS based on data mining technique. The detecting ability of unknown intrusion is also assured.

並列關鍵字

Intrusion Detection System ； Anomaly Detection ； Misuse Detection ； Neural Network ； Artificial anomaly ； Data mining