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. |
Osnova předmětu
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
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.
Povinná literatura
R: The R Project for Statistical Computing [online]. [cit. 2018-09-4]. Dostupné z: https://www.r-project.org/
Doporučená literatura
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. ISBN 978-0-12-420114-9 .
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. ISBN 978-0-12-420114-9 .