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#40900 / #2

Seit SS 2019

English

AI and Cybersecurity

6

Albayrak, Sahin

benotet

Portfolioprüfung

Zugehörigkeit


Fakultät IV

Institut für Wirtschaftsinformatik und Quantitative Methoden

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

No information

Kontakt


TEL 14

Bsufka, Karsten

lehre@lists.dai-labor.de

Learning Outcomes

After attending the module students should have acquired the following knowledge and skills: * possible applications of AI technologies to achieve security objectives * can evaluate and use artificial intelligence and machine learning methods in the area of IT security * At the end of the course, participants will be able to assess the performance of the methods discussed and to use them successfully to problems in various application domains.

Content

* Detection of attacks with AI methods : artificial immune systems , multiagent systems , unsupervised learning methods * Selection of counter-measures and measures for achieving security goals : fuzzy logic , rule-based systems , hybrid method * AI for attacks : polymorphic viruses , genetic algorithms

Module Components

Pflichtgruppe:

All Courses are mandatory.

Course NameTypeNumberCycleLanguageSWSVZ
AI and CybersecurityIVSoSeNo information4

Workload and Credit Points

AI and Cybersecurity (IV):

Workload descriptionMultiplierHoursTotal
Attendance15.04.0h60.0h
Pre/post processing15.08.0h120.0h
180.0h(~6 LP)
The Workload of the module sums up to 180.0 Hours. Therefore the module contains 6 Credits.

Description of Teaching and Learning Methods

Lecture complemented with exercises

Requirements for participation and examination

Desirable prerequisites for participation in the courses:

Basic knowledge in Network Security and Artificial Intelligence is recommended.

Mandatory requirements for the module test application:

This module has no requirements.

Module completion

Grading

graded

Type of exam

Portfolio examination

Type of portfolio examination

100 Punkte insgesamt

Language

English

Test elements

NamePointsCategorieDuration/Extent
(Deliverable assessment) Homework tasks50practical5 assignments, practical & written
(Examination) Exam50oral3 x 19 min

Grading scale

Notenschlüssel »Notenschlüssel 2: Fak IV (2)«

Gesamtpunktzahl1.01.31.72.02.32.73.03.33.74.0
100.0pt95.0pt90.0pt85.0pt80.0pt75.0pt70.0pt65.0pt60.0pt55.0pt50.0pt

Test description (Module completion)

No information

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:
Sommersemester.

Maximum Number of Participants

The maximum capacity of students is 20.

Registration Procedures

via Qispos and the corresponding ISIS course page

Recommended reading, Lecture notes

Lecture notes

Availability:  unavailable

 

Electronical lecture notes

Availability:  available

 

Literature

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.)155SS 2019SoSe 2024
Computer Science (Informatik) (M. Sc.)142SS 2019SoSe 2024
Elektrotechnik (M. Sc.)122SS 2019SoSe 2024
Information Systems Management (Wirtschaftsinformatik) (M. Sc.)221SS 2019SoSe 2024
Medieninformatik (M. Sc.)111SS 2019SoSe 2024
Medientechnik (M. Sc.)14WiSe 2023/24SoSe 2024
Wirtschaftsingenieurwesen (M. Sc.)124SS 2019SoSe 2024

Miscellaneous

No information