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Intrusion Detection Using Error Correcting Output Code Based Ensemble

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86099405" target="_blank" >RIV/61989100:27240/14:86099405 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27740/14:86099405

  • Result on the web

    <a href="http://ieeexplore.ieee.org/document/7086194/" target="_blank" >http://ieeexplore.ieee.org/document/7086194/</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/HIS.2014.7086194" target="_blank" >10.1109/HIS.2014.7086194</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Intrusion Detection Using Error Correcting Output Code Based Ensemble

  • Original language description

    Intrusion Detection System is an essential part in computer security. Researchers have proposed many methods but most of them suffer from low detection rates and high false alarm rates. In this paper, we try to tackle the class imbalance problem, increase detection rates for each class and minimize false alarms in intrusion detection system. We test the performance of seven classifiers using Bagging and AdaBoost ensemble methods. We proposed a new hybrid ensemble for intrusion detection based on Error Correcting Output Code (ECOC) approach. (C) 2014 IEEE

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2014

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    2014 14th International Conference on Hybrid Intelligent Systems, HIS 2014

  • ISBN

    978-1-4799-7633-1

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    181-186

  • Publisher name

    IEEE

  • Place of publication

    New York

  • Event location

    Kuvajt

  • Event date

    Dec 14, 2014

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000380435700032