Security in Information Technology

Type of study	Follow-up Master
Language of instruction	Czech
Code	050-0027/01
Abbreviation	IvB
Course title	Security in Information Technology
Credits	5
Coordinating department	Department of Civil Protection
Course coordinator	doc. Ing. Pavel Šenovský, Ph.D.

Subject syllabus

1. Introduction to industrial automation
2-3. SCADA systems and its usage
4. Realtime databases and data processing in industrial automation
5. Actual security threats in industrial automation
6. Protection of industrial control systems
7. Datamining and its application in security
8. Decision trees
9. Associative rules
10. Bayes classificator
11. Introduction to neural networks
12. Introduction to deep learning
13. Evolutionary algorithms in datamining

E-learning

textook and other study materials for the course are available in LMS system.

Literature

R: The R Project for Statistical Computing [online]. [cit. 2018-09-4]. Dostupné z: https://www.r-project.org/

Advised literature

PARADIS, Emmanuel. R for Beginners [online]. Montpellier: Universit´e Montpellier II, 2005, 72 s., dostupné z https://cran.r-project.org/doc/contrib/Paradis-rdebuts_en.pdf [cit. 2017-09-15]
KNAPP, Eric D., LANGILL, Joel Thomas. Industrial Network Security, Securing Critical Infrastructure Networks for Smart Grid, SCADA, and Other Industrial Control Systems. 2 vyd. Waltham, MA: Syngress, 2014. 460 s. .

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