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AI and Cybersecurity

6 LP

English

#40900 / #2

Seit SS 2019

Fakultät IV

TEL 14

Institut für Wirtschaftsinformatik und Quantitative Methoden

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

Albayrak, Sahin

Bsufka, Karsten

lehre@lists.dai-labor.de

POS-Nummer PORD-Nummer Modultitel
2347961 39676 AI and Cybersecurity

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 Name Type Number Cycle Language SWS
AI and Cybersecurity IV SS No information 4

Workload and Credit Points

AI and Cybersecurity (IV):

Workload description Multiplier Hours Total
Attendance 15.0 4.0h 60.0h
Pre/post processing 15.0 8.0h 120.0h
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:

No information

Module completion

Grading:

graded

Type of exam:

Portfolio examination

Language:

English

Typ of portfolio examination

100 points in total

Test elements

Name Points Categorie Duration/Extent
(Deliverable assessment) Homework tasks 50 practical 5 assignments, practical & written
(Examination) Exam 50 oral 3 x 19 min

Grading scale

1.01.31.72.02.32.73.03.33.74.0
95.090.085.080.075.070.065.060.055.050.0

Test description (Module completion)

No information

Duration of the Module

This module can be completed in one semester.

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 modulelists:

Miscellaneous

No information