February 1, 2019

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

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Resumen

Many consider the KDD Cup 99 data sets to be outdated and inadequate.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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Cite This Study

Siddique et al. (Fri,) studied this question.

synapsesocial.com/papers/69e8a825f5425aaa3d85820a https://doi.org/https://doi.org/10.1109/mc.2018.2888764

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1A review of KDD99 dataset usage in intrusion detection and machine learning between 2010 and 20152016 · 104 citations
2The 1999 DARPA off-line intrusion detection evaluation2000 · 869 citations
3Towards Generating Real-life Datasets for Network Intrusion Detection.2015 · 107 citations
4A Fusion of Multiagent Functionalities for Effective Intrusion Detection System2017 · 24 citations
5Real time intrusion detection system for ultra-high-speed big data environments2016 · 119 citations

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