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Seit WiSe 2022/23


Intelligent Cybersecurity Applications


Albayrak, Sahin




Fakultät IV

Institut für Wirtschaftsinformatik und Quantitative Methoden

34361200 FG Agententechnologien in betrieblichen Anwendungen und der Telekommunikation (AOT)

No information


TEL 14

Bsufka, Karsten


Learning Outcomes

After attending the module students should have acquired the following knowledge and skills: - Applying machine learning or other artificial intelligence approaches to solve cybersecurity problems, e.g. detecting intrusions. - Evaluation of cybersecurity solutions based on cybersecurity data sets. - Present and compare developed approaches to the current state of the art.


- Machine learning libraries and algorithms that can be used for network intrusion detection - Conducting and reporting results of cybersecurity experiments - Network-based attacks on IT-systems

Module Components


All Courses are mandatory.

Course NameTypeNumberCycleLanguageSWSVZ
Intelligent Cybersecurity ApplicationsPJWiSeNo information4

Workload and Credit Points

Intelligent Cybersecurity Applications (PJ):

Workload descriptionMultiplierHoursTotal
Pre/post processing15.014.0h210.0h
270.0h(~9 LP)
The Workload of the module sums up to 270.0 Hours. Therefore the module contains 9 Credits.

Description of Teaching and Learning Methods

- Define research goals for the project - Familiarisation with state of the art - Implementation of a prototype and evaluation - Project documentation and progress reports

Requirements for participation and examination

Desirable prerequisites for participation in the courses:

Knowledge of Network Security and Artificial Intelligence is recommended.

Mandatory requirements for the module test application:

This module has no requirements.

Module completion



Type of exam

Portfolio examination

Type of portfolio examination

100 Punkte insgesamt



Test elements

Group discussion/interview10oral30 minutes
Project Report40written10 - 20 pages
Project Results50practical15 weeks

Grading scale

Notenschlüssel »Notenschlüssel 2: Fak IV (2)«


Test description (Module completion)

Project report, written, 40 points Project results (source code & software product), practical, 50 points Group discussion/interview (30 minutes), oral, 10 points

Duration of the Module

The following number of semesters is estimated for taking and completing the module:
1 Semester.

This module may be commenced in the following semesters:

Maximum Number of Participants

The maximum capacity of students is 20.

Registration Procedures

Qispos or examination office and additionally registration on ISIS course page

Recommended reading, Lecture notes

Lecture notes

Availability:  unavailable


Electronical lecture notes

Availability:  available



Recommended literature
No recommended literature given

Assigned Degree Programs

This module is used in the following Degree Programs (new System):

Studiengang / StuPOStuPOsVerwendungenErste VerwendungLetzte Verwendung
Computer Engineering (M. Sc.)120WiSe 2022/23SoSe 2024
Computer Science (Informatik) (M. Sc.)116WiSe 2022/23SoSe 2024
Elektrotechnik (M. Sc.)18WiSe 2022/23SoSe 2024
Information Systems Management (Wirtschaftsinformatik) (M. Sc.)14WiSe 2022/23SoSe 2024
Medieninformatik (M. Sc.)14WiSe 2022/23SoSe 2024
Medientechnik (M. Sc.)14WiSe 2023/24SoSe 2024
Wirtschaftsingenieurwesen (M. Sc.)18WiSe 2022/23SoSe 2024


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