A detailed analysis of the KDD CUP 99 data set

Tavallaee, Mahbod; Bagheri, Ebrahim; Lu, Wei; A. Ghorbani, Ali

doi:10.1109/cisda.2009.5356528

Public

A detailed analysis of the KDD CUP 99 data set

Published • Jul 1, 2009

Authors:

Mahbod Tavallaee

Ebrahim Bagheri

Wei Lu

Abstract

During the last decade, anomaly detection has attracted the attention of many researchers to overcome the weakness of signature-based IDSs in detecting novel attacks, and KDDCUP'99 is the mostly widely used data set for the evaluation of these systems. Having conducted a statistical analysis on this...

Subject

Computer science

Data mining

Anomaly detection

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