050-0027/01 – Security in Information Technology (IvB)

Gurantor departmentDepartment of Civil ProtectionCredits5
Subject guarantordoc. Ing. Pavel Šenovský, Ph.D.Subject version guarantordoc. Ing. Pavel Šenovský, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Study languageCzech
Year of introduction2019/2020Year of cancellation
Intended for the facultiesFBIIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
SEN76 doc. Ing. Pavel Šenovský, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 28+28
Part-time Credit and Examination 14+0

Subject aims expressed by acquired skills and competences

Basic knowledge in the area of SCADA systems. The synthesis of knowledge from the software support of analyses from various data sources.

Teaching methods

Project work


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.

Compulsory literature:

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

Recommended 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. ISBN 978-0-12-420114-9.

Way of continuous check of knowledge in the course of semester

Zpracování semestrálního projektu, písemná zkouška


Other requirements

There are not defined next requirements to student.


Subject has no prerequisities.


Subject has no co-requisities.

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. Neural networks and datamining 12. Evolutionary algorithms in datamining

Conditions for subject completion

Part-time form (validity from: 2019/2020 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Credit and Examination Credit and Examination 100 (100) 51
        Credit Credit 45  16
        Examination Examination 55  28
Mandatory attendence parzicipation: at minimum half of seminaries

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2021/2022 (N1032A020001) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan
2021/2022 (N1032A020001) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2020/2021 (N1032A020001) Safety and Security Planning P Czech Ostrava 1 Compulsory study plan
2020/2021 (N1032A020001) Safety and Security Planning K Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner