On the Use of <i>k</i>-NN in Anomaly Detection

• 作者: George Groumas Moti Schneider Theocharis Tsigkritis
• 来源期刊: 信息安全(英文)
• 学科: 工学
• 关键词: K-NN Fuzzy Logic MATCHING Process Network Security
• 年，卷（期）: 2018,（1）
• 页码范围: 70-84
• 页数: 15页
• 分类号: TP39

摘要

In this paper, we describe an algorithm that uses the k-NN technology to help detect threatening behavior in a computer network or a cloud. The k-NN technology is very simple and yet very powerful. It has several disadvantages and if they are removed the k-NN can be an asset to detect malicious behavior.