Analysis of KDD CUP 99 Dataset Using Clustering Based Data Mining

Provided by: Science & Engineering Research Support soCiety (SERSC)
Topic: Data Management
Format: PDF
The KDD cup 99 dataset has been the point of attraction for many researchers in the field of intrusion detection from the last decade. Many researchers have contributed their efforts to analyze the dataset by different techniques. Analysis can be used in any type of industry that produces and consumes data, of course that includes security. This paper is an analysis of 10% of KDD cup'99 training dataset based on intrusion detection. The authors have focused on establishing a relationship between the attack types and the protocol used by the hackers, using clustered data.

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