Detail publikačního výsledku

Big Data Security Analysis with TARZAN Platform

RYCHLÝ, M.; RYŠAVÝ, O.

Originální název

Big Data Security Analysis with TARZAN Platform

Anglický název

Big Data Security Analysis with TARZAN Platform

Druh

Článek Scopus

Originální abstrakt

The TARZAN platform is an integrated platform for analysis of digital data from security incidents. The platform serves primarily as a middleware between data sources and data processing applications, however, it also provides several supporting services and a runtime environment for the applications. The supporting services, such as a data storage, a resource and application registry, a synchronization service, and a distributed computing platform, are utilized by the TARZAN applications for various security-oriented analyses on the integrated data ranging from an IT security incident detection to inference analyses of data from social networks or crypto-currency transactions. To cope with a large amount of distributed data, both streamed in real-time and stored, and the need of a large scale distributed computing, the platform has been designed as a Big Data processing system ensuring reliable, scalable, and cost-effective solution. The platform is demonstrated on the case of a security analysis of network traffic.

Anglický abstrakt

The TARZAN platform is an integrated platform for analysis of digital data from security incidents. The platform serves primarily as a middleware between data sources and data processing applications, however, it also provides several supporting services and a runtime environment for the applications. The supporting services, such as a data storage, a resource and application registry, a synchronization service, and a distributed computing platform, are utilized by the TARZAN applications for various security-oriented analyses on the integrated data ranging from an IT security incident detection to inference analyses of data from social networks or crypto-currency transactions. To cope with a large amount of distributed data, both streamed in real-time and stored, and the need of a large scale distributed computing, the platform has been designed as a Big Data processing system ensuring reliable, scalable, and cost-effective solution. The platform is demonstrated on the case of a security analysis of network traffic.

Klíčová slova

Security, Big data, Framework

Klíčová slova v angličtině

Security, Big data, Framework

Autoři

RYCHLÝ, M.; RYŠAVÝ, O.

Rok RIV

2019

Vydáno

06.11.2018

ISSN

2245-1439

Periodikum

Journal of Cyber Security and Mobility

Svazek

8

Číslo

2

Stát

Dánské království

Strany od

165

Strany do

188

Strany počet

24

URL

https://www.riverpublishers.com/journal.php?j=JCSM/8/2/jart

Plný text v Digitální knihovně

http://hdl.handle.net/

BibTex

@article{BUT155001,
  author="Marek {Rychlý} and Ondřej {Ryšavý}",
  title="Big Data Security Analysis with TARZAN Platform",
  journal="Journal of Cyber Security and Mobility",
  year="2018",
  volume="8",
  number="2",
  pages="165--188",
  doi="10.13052/jcsm2245-1439.822",
  issn="2245-1439",
  url="https://www.riverpublishers.com/journal.php?j=JCSM/8/2/jart"
}

Dokumenty

RP_Journal_2245-1439_822