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Security in Information Technology

* Exchange students do not have to consider this information when selecting suitable courses for an exchange stay.

Course Unit Code050-0027/01
Number of ECTS Credits Allocated5 ECTS credits
Type of Course Unit *Compulsory
Level of Course Unit *Second Cycle
Year of Study *First Year
Semester when the Course Unit is deliveredWinter Semester
Mode of DeliveryFace-to-face
Language of InstructionCzech
Prerequisites and Co-Requisites There are no prerequisites or co-requisites for this course unit
Name of Lecturer(s)Personal IDName
SEN76doc. Ing. Pavel Šenovský, Ph.D.
Summary
Students will familiarize themselves with the possibilities of employing the information technologies for database datamining as a useful source of information for an effective decision-making process. They will also familiarize with the rudiments of industrial automation of manufacturing process.
Learning Outcomes of the Course Unit
Basic knowledge in the area of SCADA systems. The synthesis of knowledge from the software support of analyses from various data sources.
Course Contents
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
Recommended or Required Reading
Required Reading:
R: The R Project for Statistical Computing [online]. [cit. 2018-09-4]. Dostupné z: https://www.r-project.org/
ŠENOVSKÝ, Pavel. Bezpečnostní informatika 3 [online]. VŠB - Technická univerzita Ostrava: Ostrava 2010, 80 str., dostupné z https://lms.vsb.cz [cit. 2014-07-12]
KOMÁREK, Arnošt. Hrátky s R [online]. Praha: Matematicko-fyzikálná fakulta Univerzity Karlovy v Praze, 2009. 48 s. Dostupné z: https://www.karlin.mff.cuni.cz/~kulich/vyuka/Rdoc/arnost_introR.pdf
Recommended Reading:
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.
BERKA, P.: Dobývání znalostí z databází. Academia: Praha 2003, 366 str., ISBN 80-200-1062-9
Planned learning activities and teaching methods
Lectures, Tutorials, Project work
Assesment methods and criteria
Task TitleTask TypeMaximum Number of Points
(Act. for Subtasks)
Minimum Number of Points for Task Passing
Credit and ExaminationCredit and Examination100 (100)51
        CreditCredit45 16
        ExaminationExamination55 28