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Network Anomaly Detection: Comparison and Real-time Issues

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F12%3APU98174" target="_blank" >RIV/00216305:26230/12:PU98174 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-642-30633-4_15" target="_blank" >http://dx.doi.org/10.1007/978-3-642-30633-4_15</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-30633-4_15" target="_blank" >10.1007/978-3-642-30633-4_15</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Network Anomaly Detection: Comparison and Real-time Issues

  • Original language description

    This paper discusses several issues of evaluation and comparison of anomaly detection algorithms, namely lack of publicly available implementations and annotated data sets. Another problem of many methods is a detection delay caused by operating on databinned to a long time intervals. The paper presents a library under development which aims to tackle the comparison and evaluation issues. Further, the paper proposes a novel anomaly detection approach that can contribute to anomaly detection in real-time.

  • 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>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2012

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Dependable Networks and Services

  • ISBN

    978-3-642-30632-7

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    118-121

  • Publisher name

    Springer Verlag

  • Place of publication

    Heidelberg

  • Event location

    University of Luxembourg, Luxembourg

  • Event date

    Jun 4, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article