On botnet detection with genetic programming under streaming data label budgets and class imbalance

Sara Khanchi; Ali Vahdat; Malcolm I. Heywood; A. Nur Zincir-Heywood

doi:10.1016/j.swevo.2017.09.008

On botnet detection with genetic programming under streaming data label budgets and class imbalance

Sara Khanchi, Ali Vahdat, Malcolm I. Heywood, A. Nur Zincir-Heywood

科研成果: 期刊稿件 › 文章 › 同行评审

源语言	英语
页（从-至）	123-140
页数	18
期刊	Swarm and Evolutionary Computation
卷	39
DOI	https://doi.org/10.1016/j.swevo.2017.09.008
出版状态	已出版 - 4月 2018

!!!ASJC Scopus Subject Areas

一般数学
一般计算机科学

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10.1016/j.swevo.2017.09.008

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@article{97825586afec4d3ab55ffa5f0f6daa0d,

title = "On botnet detection with genetic programming under streaming data label budgets and class imbalance",

keywords = "Botnet detection, Class imbalance, Genetic programming, Non-stationary data, Streaming data",

author = "Sara Khanchi and Ali Vahdat and Heywood, {Malcolm I.} and Zincir-Heywood, {A. Nur}",

note = "Publisher Copyright: {\textcopyright} 2017 Elsevier B.V.",

year = "2018",

month = apr,

doi = "10.1016/j.swevo.2017.09.008",

language = "English",

volume = "39",

pages = "123--140",

journal = "Swarm and Evolutionary Computation",

issn = "2210-6502",

publisher = "Elsevier BV",

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TY - JOUR

T1 - On botnet detection with genetic programming under streaming data label budgets and class imbalance

AU - Khanchi, Sara

AU - Vahdat, Ali

AU - Heywood, Malcolm I.

AU - Zincir-Heywood, A. Nur

PY - 2018/4

Y1 - 2018/4

KW - Botnet detection

KW - Class imbalance

KW - Genetic programming

KW - Non-stationary data

KW - Streaming data

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UR - http://www.scopus.com/inward/citedby.url?scp=85029597161&partnerID=8YFLogxK

U2 - 10.1016/j.swevo.2017.09.008

DO - 10.1016/j.swevo.2017.09.008

M3 - Article

AN - SCOPUS:85029597161

SN - 2210-6502

VL - 39

SP - 123

EP - 140

JO - Swarm and Evolutionary Computation

JF - Swarm and Evolutionary Computation

ER -

On botnet detection with genetic programming under streaming data label budgets and class imbalance

!!!ASJC Scopus Subject Areas

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