Moses - Intelligent Cybersecurity Applications

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Module title:
Intelligent Cybersecurity Applications

Credits:
9 LP

Default display language:
English

Module / Version:
#40901 / #2

Validity:
Seit SS 2019

Faculty:
Fakultät IV

Office:
TEL 14

Institute:
Institut für Wirtschaftsinformatik und Quantitative Methoden

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

Responsible person:
Albayrak, Sahin

Contact person:
Bsufka, Karsten

E-mail address:
sahin.albayrak@tu-berlin.de

Website:

https://www.aot.tu-berlin.de/index.php?id=2892

POS-Verknüpfungen:

POS-Nummer	PORD-Nummer	Modultitel
2347995	39710	Intelligent Cybersecurity Applications

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.

Content

- 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

Pflichtgruppe:

All Courses are mandatory.

Course Name	Type	Number	Cycle	Language	SWS
Intelligent Cybersecurity Applications	PJ		WS	No information	4

Workload and Credit Points

Intelligent Cybersecurity Applications (PJ):

Workload description	Multiplier	Hours	Total
Attendance	15.0	4.0h	60.0h
Pre/post processing	15.0	14.0h	210.0h
			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:

No information

Module completion

Grading:

graded

Type of exam:

Portfolio examination

Language:

German

Typ of portfolio examination

100 points in total

Test elements

Name	Points	Categorie	Duration/Extent
Group discussion/interview	10	oral	30 minutes
Project Report	40	written	10 - 20 pages
Project Results	50	practical	15 weeks

Grading scale

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

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

This module can be completed in one semester.

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 literature
No recommended literature given.

Assigned Degree Programs

Zur Zeit wird die Datenstruktur umgestellt. Aus technischen Gründen wird die Verwendung des Moduls während des Umstellungsprozesses in zwei Listen angezeigt.

This module is used in the following modulelists:

Computer Engineering (Master of Science)
- Computer Engineering (M. Sc.) - StuPO 2015
  - Modulliste SS 2019
    - Wahlpflicht Studiengebiet A
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
    - Wahlpflicht Studiengebiet B
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
    - Wahlpflicht Studiengebiete Fak. IV
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
  - Modulliste WS 2019/20
    - Wahlpflicht Studiengebiet A
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
    - Wahlpflicht Studiengebiet B
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
    - Wahlpflicht Studiengebiete Fak. IV
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
Computer Science (Informatik) (Master of Science)
- Computer Science (Informatik) (M. Sc.) - StuPO 2015
  - Modulliste SS 2019
    - Studiengebiete
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
  - Modulliste WS 2019/20
    - Studiengebiete
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
    - Wahlpflicht Studiengebiete Fak. IV
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
Elektrotechnik (Master of Science)
- Elektrotechnik (M. Sc.) - StuPO 2015
  - Modulliste SS 2019
    - Wahlpflicht Studiengebiete Fak. IV
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
  - Modulliste WS 2019/20
    - Wahlpflicht Studiengebiete Fak. IV
      - Eingebettete Systeme und Rechnerarchitekturen / Embedded Systems and Computer Architectures
      - Verteilte Systeme und Netze / Distributed Systems and Networks
Informatik (Master of Science)
- Informatik (M. Sc.) - MSc Informatik PO 2013
  - Modulliste SS 2019
    - Informatik-Fachstudium
      - Kommunikationsbasierte Systeme
      - Verlässliche Systeme
  - Modulliste WS 2019/20
    - Informatik-Fachstudium
      - Kommunikationsbasierte Systeme
      - Verlässliche Systeme
Medieninformatik (Master of Science)
- Medieninformatik (M. Sc.) - StuPO 2017
  - Modulliste SS 2019
    - Wahlpflichtbereich
      - Technische Profilbereiche (A)
        Profilbereich Mediensysteme und Netze
  - Modulliste WS 2019/20
    - Wahlpflichtbereich
      - Technische Profilbereiche (A)
        Profilbereich Mediensysteme und Netze
Wirtschaftsinformatik / Information Systems Management (Master of Science)
- Wirtschaftsinformatik / Information Systems Management (MSc) - StuPO 2013
  - Modulliste SS 2019
    - Fachstudium Informatik
      - Sicherheit und Zuverlässigkeit
      - Verteilte Systeme
  - Modulliste WS 2019/20
    - Fachstudium Informatik
      - Sicherheit und Zuverlässigkeit
      - Verteilte Systeme
- Wirtschaftsinformatik / Information Systems Management (M. Sc.) - StuPO 2017
  - Modulliste SS 2019
    - Wahlpflichtbereich
      - Fachstudium Informatik
        Verteilte Systeme und Netze / Distributed Systems and Networks
  - Modulliste WS 2019/20
    - Wahlpflichtbereich
      - Fachstudium Informatik
        Verteilte Systeme und Netze / Distributed Systems and Networks
Wirtschaftsingenieurwesen (Master of Science)
- Wirtschaftsingenieurwesen (M. Sc.) - StuPO 2015
  - Modulliste SS 2019
    - Studienrichtungen/Engineering Majors
      - Informations- und Kommunikationssysteme/Information and Communication Systems (IKS)
        Distributed Systems and Networks
        Embedded Systems and Computer Architectures
  - Modulliste WS 2019/20
    - Studienrichtungen/Engineering Majors
      - Informations- und Kommunikationssysteme/Information and Communication Systems (IKS)
        Informations- und Kommunikationssysteme/Information and Communication Systems (Wahlpflicht/Compulsory-Elective)
        Distributed Systems and Networks
        Embedded Systems and Computer Architectures

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

Miscellaneous