ČERMÁK, Milan and Pavel ČELEDA. Detecting Advanced Network Threats Using a Similarity Search. In Management and Security in the Age of Hyperconnectivity. 9701st ed. Munich, Germany: Springer International Publishing. p. 137-141. ISBN 978-3-319-39813-6. 2016.
Other formats:   BibTeX LaTeX RIS
Basic information
Original name Detecting Advanced Network Threats Using a Similarity Search
Name in Czech Detekce pokročilých síťových útoků pomocí podobnostního vyhledávání
Authors ČERMÁK, Milan (203 Czech Republic, guarantor, belonging to the institution) and Pavel ČELEDA (203 Czech Republic, belonging to the institution).
Edition 9701. vyd. Munich, Germany, Management and Security in the Age of Hyperconnectivity, p. 137-141, 5 pp. 2016.
Publisher Springer International Publishing
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/00216224:14610/16:00087690
Organization Ústav výpočetní techniky – Repository – Repository
ISBN 978-3-319-39813-6
ISSN 0302-9743
UT WoS 000389804200014
Keywords (in Czech) podobnostní vyhledávání, síťová data, klasifikace, síťové hrozby
Keywords in English similarity search; network data; classification; network threats
Links VI20162019029, research and development project.
Changed by Changed by: RNDr. Daniel Jakubík, učo 139797. Changed: 2/9/2020 22:22.
Abstract
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.
Type Name Uploaded/Created by Uploaded/Created Rights
paper.pdf Licence Creative Commons  File version 25/3/2017

Properties

Name
paper.pdf
Address within IS
https://repozitar.cz/auth/repo/22226/383507/
Address for the users outside IS
https://repozitar.cz/repo/22226/383507/
Address within Manager
https://repozitar.cz/auth/repo/22226/383507/?info
Address within Manager for the users outside IS
https://repozitar.cz/repo/22226/383507/?info
Uploaded/Created
Sat 25/3/2017 00:52

Rights

Right to read
  • anyone on the Internet
Right to upload
 
Right to administer:
  • a concrete person Mgr. Lucie Vařechová, uco 106253
  • a concrete person RNDr. Daniel Jakubík, uco 139797
  • a concrete person Mgr. Jolana Surýnková, uco 220973
Attributes
 
presentation.pdf Licence Creative Commons 25/6/2016

Properties

Name
presentation.pdf
Address within IS
https://repozitar.cz/auth/repo/22226/292874/
Address for the users outside IS
https://repozitar.cz/repo/22226/292874/
Address within Manager
https://repozitar.cz/auth/repo/22226/292874/?info
Address within Manager for the users outside IS
https://repozitar.cz/repo/22226/292874/?info
Uploaded/Created
Sat 25/6/2016 00:50

Rights

Right to read
  • anyone on the Internet
Right to upload
 
Right to administer:
  • a concrete person Mgr. Bc. Růžena Zemanová, uco 134451
  • a concrete person RNDr. Daniel Jakubík, uco 139797
Attributes
 
2016-AIMS-detecting-network-threats-similarity-search-paper.pdf Licence Creative Commons  File version 2/9/2020

Properties

Name
2016-AIMS-detecting-network-threats-similarity-search-paper.pdf
Address within IS
https://repozitar.cz/auth/repo/22226/900909/
Address for the users outside IS
https://repozitar.cz/repo/22226/900909/
Address within Manager
https://repozitar.cz/auth/repo/22226/900909/?info
Address within Manager for the users outside IS
https://repozitar.cz/repo/22226/900909/?info
Uploaded/Created
Wed 2/9/2020 22:22

Rights

Right to read
  • anyone on the Internet
Right to upload
 
Right to administer:
  • a concrete person Mgr. Lucie Vařechová, uco 106253
  • a concrete person RNDr. Daniel Jakubík, uco 139797
  • a concrete person Mgr. Jolana Surýnková, uco 220973
Attributes
 
2016-AIMS-detecting-network-threats-similarity-search-presentation.pdf Licence Creative Commons 2/9/2020

Properties

Name
2016-AIMS-detecting-network-threats-similarity-search-presentation.pdf
Address within IS
https://repozitar.cz/auth/repo/22226/900908/
Address for the users outside IS
https://repozitar.cz/repo/22226/900908/
Address within Manager
https://repozitar.cz/auth/repo/22226/900908/?info
Address within Manager for the users outside IS
https://repozitar.cz/repo/22226/900908/?info
Uploaded/Created
Wed 2/9/2020 22:22

Rights

Right to read
  • anyone on the Internet
Right to upload
 
Right to administer:
  • a concrete person Mgr. Lucie Vařechová, uco 106253
  • a concrete person RNDr. Daniel Jakubík, uco 139797
  • a concrete person Mgr. Jolana Surýnková, uco 220973
Attributes
 
Print
Add to clipboard Displayed: 29/3/2024 13:35