ČERMÁK, Milan. Toward Graph-Based Network Traffic Analysis and Incident Investigation. In DFRWS EU 2022. 2022.
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Basic information
Original name Toward Graph-Based Network Traffic Analysis and Incident Investigation
Authors ČERMÁK, Milan.
Edition DFRWS EU 2022, 2022.
Other information
Original language English
Type of outcome Requested lectures
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
Organization Ústav výpočetní techniky – Repository – Repository
Keywords in English Network Forensics;Graph Database;Incident Investigation;Dgraph;Zeek;Association-based Analysis
Links 833418, interní kód Repo.
Changed by Changed by: RNDr. Daniel Jakubík, učo 139797. Changed: 31/3/2022 04:20.
Abstract
Even though network traffic is typically encrypted, and it is almost impossible to look into the content of transmitted data, the analysis of metadata and characteristics of individual connections still plays an essential role in an incident or criminal investigation. In recent years, we have seen a significant development of various approaches for storing and analyz-ing large-scale data, including graph databases. Such an approach offers great potential for expert analysts performing digital forensics and network traffic investigation, as it corresponds to their natural perception of the data. In addition, it allows a simple connection of different types and sources of data, which represents the primary focus of our research.
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Uploaded/Created
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  • 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
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