Detecting Insider Attacks Using Non-negative Matrix Factorization

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F09%3A00020977" target="_blank" >RIV/61989100:27240/09:00020977 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Detecting Insider Attacks Using Non-negative Matrix Factorization

Popis výsledku v původním jazyce

It is a fact that vast majority of attention is given to protecting against external threats, which are considered more dangerous. However, some industrial surveys have indicated they have had attacks reported internally. Insider Attacks are an unusual type of threat which are also serious and very common. Unlike an external intruder, in the case of internal attacks, the intruder is someone who has been entrusted with authorized access to the network. This paper presents a Non-negative matrix factorization approach to detect inside attacks. Comparisons with other established pattern recognition techniques reveal that the non-negative matrix factorization approach could be also an ideal candidate to detect internal threats.

Název v anglickém jazyce

Detecting Insider Attacks Using Non-negative Matrix Factorization

Popis výsledku anglicky

It is a fact that vast majority of attention is given to protecting against external threats, which are considered more dangerous. However, some industrial surveys have indicated they have had attacks reported internally. Insider Attacks are an unusual type of threat which are also serious and very common. Unlike an external intruder, in the case of internal attacks, the intruder is someone who has been entrusted with authorized access to the network. This paper presents a Non-negative matrix factorization approach to detect inside attacks. Comparisons with other established pattern recognition techniques reveal that the non-negative matrix factorization approach could be also an ideal candidate to detect internal threats.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/GA102%2F09%2F1494" target="_blank" >GA102/09/1494: Nové metody přenosu dat založené na turbo kódech</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2009

Kód důvěrnosti údajů

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

Název statě ve sborníku

Fifth International Conference on Information Assurance and Security, 2009. IAS '09

ISBN

978-0-7695-3744-3

ISSN

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e-ISSN

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Počet stran výsledku

4

Strana od-do

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Název nakladatele

IEEE Computer Society

Místo vydání

Los Alamitos, California

Místo konání akce

Xi'An, China

Datum konání akce

18. 8. 2009

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000275852000158