Moses - AI and Cybersecurity

Display language

Diese Modulbeschreibung gilt nicht im aktuellen Semester.

Die Modulbeschreibung gilt nur für den Zeitraum SS 2018 - WS 2018/19. Die Version für das aktuelle Semester (SoSe 2024) finden Sie hier: Modulbeschreibung des SoSe 2024

Module / Version:
#40900 / #1

Validity:
SS 2018 - WS 2018/19

Default display language:
English

Module title:
AI and Cybersecurity

Credits:
6

Responsible person:
Albayrak, Sahin

Grading:
benotet

Type of exam:
Portfolioprüfung

Zugehörigkeit

Faculty:
Fakultät IV

Institute:
Institut für Wirtschaftsinformatik und Quantitative Methoden

Area of expertise:
34361200 FG Agententechnologien in betrieblichen Anwendungen und der Telekommunikation (AOT)

Prüfungsausschuss:
No information

Kontakt

Office:
TEL 14

Contact person:
Bsufka, Karsten

E-mail address:
dai-labor-lehre@lists.tu-berlin.de

Website:

https://www.aot.tu-berlin.de/index.php?id=2891

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	VZ
AI and Cybersecurity	IV		SoSe	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:

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

Name	Points	Categorie	Duration/Extent
3 (out of 4) written exams	20	written	45 minutes (each)
oral exam	80	oral	30 - 50 minutes

Grading scale

Notenschlüssel »Notenschlüssel 2: Fak IV (2)«

Gesamtpunktzahl	1.0	1.3	1.7	2.0	2.3	2.7	3.0	3.3	3.7	4.0
100.0pt	95.0pt	90.0pt	85.0pt	80.0pt	75.0pt	70.0pt	65.0pt	60.0pt	55.0pt	50.0pt

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 literature
No recommended literature given

Assigned Degree Programs

Semester:

Zeige auch ausgelaufene Studiengänge und StuPOs

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

	Studiengang / StuPO	StuPOs	Verwendungen	Erste Verwendung	Letzte Verwendung
This module is not used in any degree program.

Miscellaneous