Publication Details
Big Data Security Analysis with TARZAN Platform
Security, Big data, Framework
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.
@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"
}