Module Special chapters Maschine Learning, Computer Science (Master) (ER 7)

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Special chapters Maschine Learning

INFM220ML

Prof. Dr. Carsten Sinz

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2nd Semester

none

none

Written/verbal Exam 120/20 Min. (graded)
Course Applied Cryptography

INFM221ML.a

Lecture

Prof. Dr. Frank Schaefer

German

2/2

60 hours in total, including 30 hours of contact study.

Module exam

In the course the main cryptographic algorithms are presented. Blockciphers (DES, AES), Modes of Operation (ECB, CBC, Countermode), Hash functions, MACs, public key algorithms (RSA, Diffie-Helman, ElGamal) are covered by the lectures.

Then we will look at and analyze applications in IT-security, which use cryptography: E/mail-security (eg. PGP, S-MIME), web-security (SSL), network-security (IP-Sec), authentication mechanisms.

 

Claudia Eckert: IT-Sicherheit. Konzepte - Verfahren - Protokolle, München, Oldenbourg Wissenschaftsverlag, 2013, 8. Auflage, ISBN 978-3-486-58270-3.

The course consist of lectures (around 2/3) and exercises (around 1/3). In the exercises the mathematical techniques introduced in the lecture will be trained.

Course Applied Cryptography Exercise

INFM222ML.a

Exercise

Prof. Dr. Frank Schaefer

German

1/1

30 hours in total, including 15 hours of contact study.

Exercise 1 Semester (not graded)

Course Coding Theory

INFM221ML.b

Lecture

Prof. Dr. Dirk Hoffmann

German

3/2

90 hours in total, including 30 hours of contact study.

Module exam

This course teaches foundations about codes and codings as well as basic algorithms for source coding, channel coding and line coding. The lecture focuses on the following topics: information and coding theory, data compression, error detecting and correcting codes, limits of data transmission.

 

Slides, blackboard, exercise sheets

Lecture

Course Explainable AI

INFM221ML.c

Lecture

Prof. Dr. Jannik Strötgen

German

3/2

90 hours in total, including 30 hours of contact study.

Module exam

Course New Lecture

INFM221ML.e

Lecture

Prof. Dr.-Ing. Astrid Laubenheimer

German

4/3

120 hours in total, including 45 hours of contact study.

Module exam

Course New Lecture

INFM221ML.f

Lecture

Prof. Dr.-Ing. Astrid Laubenheimer

German

3/2

90 hours in total, including 30 hours of contact study.

Module exam

Course Practical SAT Solving

INFM221ML.d

Lecture

Prof. Dr. Carsten Sinz

German

2/2

60 hours in total, including 30 hours of contact study.

Module exam

Course Practical SAT Solving Exercise

INFM222ML.b

Exercise

Prof. Dr. Carsten Sinz

German

2/1

60 hours in total, including 15 hours of contact study.

Exercise 1 Semester (not graded)