JIRSÍK, Tomáš and Pavel ČELEDA. Enhancing Network Security: Host Trustworthiness Estimation. In Monitoring and Securing Virtualized Networks and Services, Lecture Notes in Computer Science, Vol. 8508. Heidelberg: Springer Berlin / Heidelberg, 2014, p. 63-68. ISBN 978-3-662-43861-9.
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Basic information
Original name Enhancing Network Security: Host Trustworthiness Estimation
Name in Czech Zlepšování síťové bezpečnosti: Odhad důvěryhodnosti hostitelského stroje
Authors JIRSÍK, Tomáš (203 Czech Republic, belonging to the institution) and Pavel ČELEDA (203 Czech Republic, guarantor, belonging to the institution).
Edition Heidelberg, Monitoring and Securing Virtualized Networks and Services, Lecture Notes in Computer Science, Vol. 8508, p. 63-68, 6 pp. 2014.
Publisher Springer Berlin / Heidelberg
Other information
Original language English
Type of outcome Proceedings paper
Field of Study Informatics
Country of publisher Germany
Confidentiality degree is not subject to a state or trade secret
Publication form printed version "print"
WWW URL
RIV identification code RIV/00216224:14610/14:00073218
Organization Ústav výpočetní techniky – Repository – Repository
ISBN 978-3-662-43861-9
ISSN 0302-9743
UT WoS 000347615900008
Keywords (in Czech) síťové toky; hostitelský stroj; model; skoring
Keywords in English network flow; host; model; trustworthiness; scoring
Links VG20132015103, research and development project.
Changed by Changed by: RNDr. Daniel Jakubík, učo 139797. Changed: 1/9/2020 19:59.
Abstract
Network connected devices has become inherent part of our lives. These devices have come to be more and more mobile and are target of various malware attacks. An inability to guarantee or check proper security settings of such devices poses a serious risk to network security. In this paper we propose a novel concept of flow based host trustworthiness estimation. The estimated trustworthiness determines a level of the risk to the network security the host posses. This concept enables network operators to identify a potential dangerous host in their network and take an appropriate precautions. Models used for trustworthiness estimation are based on scoring either single events or host characteristics. In order to be able to estimate trustworthiness of a host even in large scale networks, the data used for estimation are reduced only to extended network flows. The research is in its initial phase and will conclude with Ph.D. thesis in three years.
Abstract (in Czech)
Zařízení připojené do sítě se stala neodmyslitelnou součástí našeho života. Tyto zařízení jsou stále mobilnější a stávají se cílem různých druhů škodlivého softwaru. Neschopnost zaručit či prověřit správné nastavení bezpečnostního zajištění těchto zařízení představuje nezanedbatelné riziko pro bezpečnost počítačové sítě. V tomto článku je představen koncept pro odhadování míry důvěryhodnosti daného zařízení. Míra důvěryhodnosti reprezentuje míru rizika, kterou zařízení představuje pro síťovou bezpečnost. Tento koncept umožní správcům sítě identifikovat potenciálně nebezpečné zařízení. Modely pro odhadování důvěryhodnosti jsou založeny na scoringu buď jednotlivých událostí nebo charakteristik zařízení. Aby bylo možné odhadovat důvěryhodnost zařízené dokonce i v rozsáhlých sítích, pro odhad důvěryhodnosti jsou využívána pouze data ze síťových toků. Výzkum je v jeho počáteční fázi a bude v horizontu tří let završen disertační prací.
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