KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research

Kamran Siddique; Zahid Akhtar; Farrukh Aslam Khan; Yangwoo Kim

doi:10.1109/MC.2018.2888764

KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research

Kamran Siddique
, Zahid Akhtar
, Farrukh Aslam Khan
, Yangwoo Kim

Department of Information and Communication Engineering

Xiamen University
University of Memphis
King Saud University

Research output: Contribution to specialist publication › Article

137 Scopus citations

Abstract

Many consider the KDD Cup 99 data sets to be outdated and inadequate. Therefore, the extensive use of these data sets in recent studies to evaluate network intrusion detection systems is a matter of concern. We contribute to the literature by addressing these concerns.

Original language	English
Pages	41-51
Number of pages	11
Volume	52
No	2
Specialist publication	Computer
DOIs	https://doi.org/10.1109/MC.2018.2888764
State	Published - Feb 2019

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10.1109/MC.2018.2888764

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title = "KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research",

abstract = "Many consider the KDD Cup 99 data sets to be outdated and inadequate. Therefore, the extensive use of these data sets in recent studies to evaluate network intrusion detection systems is a matter of concern. We contribute to the literature by addressing these concerns.",

author = "Kamran Siddique and Zahid Akhtar and \{Aslam Khan\}, Farrukh and Yangwoo Kim",

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AB - Many consider the KDD Cup 99 data sets to be outdated and inadequate. Therefore, the extensive use of these data sets in recent studies to evaluate network intrusion detection systems is a matter of concern. We contribute to the literature by addressing these concerns.

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KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research

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