Detecting Advanced Network Threats Using a Similarity Search
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14610%2F16%3A00087690" target="_blank" >RIV/00216224:14610/16:00087690 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007%2F978-3-319-39814-3_14" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-319-39814-3_14</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-39814-3_14" target="_blank" >10.1007/978-3-319-39814-3_14</a>
Alternative languages
Result language
angličtina
Original language name
Detecting Advanced Network Threats Using a Similarity Search
Original language description
In this paper, we propose a novel approach for the detection of advanced network threats. We combine knowledge-based detections with similarity search techniques commonly utilized for automated image annotation. This unique combination could provide effective detection of common network anomalies together with their unknown variants. In addition, it offers a similar approach to network data analysis as a security analyst does. Our research is focused on understanding the similarity of anomalies in network traffic and their representation within complex behaviour patterns. This will lead to a proposal of a system for the realtime analysis of network data based on similarity. This goal should be achieved within a period of three years as a part of a PhD thesis.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/VI20162019029" target="_blank" >VI20162019029: Sharing and analysis of security events in Czech Republic</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
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Management and Security in the Age of Hyperconnectivity
ISBN
9783319398136
ISSN
0302-9743
e-ISSN
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Number of pages
5
Pages from-to
137-141
Publisher name
Springer International Publishing
Place of publication
Munich, Germany
Event location
Munich, Germany
Event date
Jun 20, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000389804200014