Data science and ethics

Prof. Dr. D. Kranzlmüller
Dr. Nils gentschen Felde
Matti Heikkurinen
Jan Schmidt

News

Timeslots for the final exam have been assigned
Assignments ("mini projects") are online.
All, please review the project proposals. Groups will be formed Friday, June 9 and projects will be assigned accordingly (physical presence mandatory).
First interim exercise online.
Presentation material online (slideset will be updated regularly).

Participation

The course "data science and ethics" (lecture and exercise) is part of the elite studies data science and not open to the public.

Dates & times

The lecture and exercises take place Friday 12-14h ct in room L155, Oettingenstr. 67 (Institut für Informatik).

Lecture

28.04.17: Introduction & motivation
12.05.17: Information security I
19.05.17: Information security II
26.05.17: Information security III & theoretical assignment
01.06.17: Guest talk: Ethics in medical information - principles and technical approaches (case study during summer school)

Exercises

09.06.17 Theoretical assignment due, discussion & beginning of exercises (mini-projects)

Working in groups
One (practical) assignment per group

23.06.17 Jour Fixe
07.07.17 Jour Fixe
21.07.17 projects due

Exam

25.07.17, 9:00-12:00: Exam: presentations of results of mini-projects
09:00-10:00: Browser Tracking
10:00-11:00: The Netflix Prize
11:00-12:00: Face Recognition and Anonymization

Material

Any presentation material and assignment will be made available here. Please note that you need a username and password as given in the first lecture in order to access the slides.

Slides

Presentation material / slideset (last update: 07.06.2017)

Assignments

Interim exercise (due: 09.06.2017)
Project proposals

1. How To Break Anonymity of the Netflix Prize Dataset (advanced!)
Material:
- Robust De-anonymization of Large Sparse Datasets by Arvind Narayanan and Vitaly Shmatikov
- Netflix dataset (11b_Netflix_dataset.tgz)
2. The Netflix Prize
Material:
- http://www.netflixprize.com/rules.html
- 11b_Netflix_dataset.tgz
3. Browser-Tracking
4. Homomorphic encryption: Game of Life
Material:
- Microsoft Simple Encrypted Arithmetic Library (SEAL)
- http://sealcrypto.codeplex.com/
5. Homomorphic encryption: Matrices
Material:

Contact

For questions or inquiries please contact Nils gentschen Felde via email at felde@nm.ifi.lmu.de.

Funktionen