基于数据挖掘技术的入侵检测模型设计
Design of Intrusion Detection Model Based on Data Mining Technology
要丽娟1
作者信息
- 1. 太原学院计算机科学与技术系,山西 030032
- 折叠
摘要
阐述数据挖掘技术的特点与分类、常用算法,以及在入侵检测中的应用.分析入侵检测模型的设计、数据预处理与特征的提取、入侵检测算法的设计,并对模型有效性进行验证与评估.
Abstract
This paper expounds the characteristics and classification of data mining techniques,commonly used algorithms,and their applications in intrusion detection.It analyzes the design of intrusion detection models,data preprocessing and feature extraction,the design of intrusion detection algorithms,and verifies and evaluates the effectiveness of the models.
关键词
数据挖掘技术/入侵检测/模型构建/网络安全Key words
data mining technology/intrusion detection/model construction/network security引用本文复制引用
出版年
2024
NETL
NSTL
万方数据