Onur at 10:31, 13 October 2020

2020-10-13T10:31:00Z

Onur: Created page with "{{StudentProjectTemplate |Summary=Building novel methods for privacy-preserving data sharing and/or re-identification |Keywords=modelling, privacy preservation, classification..."

2020-10-13T10:04:36Z

Created page with "{{StudentProjectTemplate |Summary=Building novel methods for privacy-preserving data sharing and/or re-identification |Keywords=modelling, privacy preservation, classification..."

New page

{{StudentProjectTemplate
|Summary=Building novel methods for privacy-preserving data sharing and/or re-identification
|Keywords=modelling, privacy preservation, classification, re-identification
|References=https://www.vanderschaar-lab.com/privacy-challenge/
|Supervisor=Onur Dikmen
}}
This project is about building competitive methods for NeurIPS 2020 Hide-and-Seek Privacy Challenge:
https://www.vanderschaar-lab.com/privacy-challenge/

Competing in this challenge would also be a challenge since the deadline is quite soon (November 15th, 2020), however submitting a reasonable method to this challenge guarantees at least a grade 4 for the thesis.

More realistically, the aim is to take up the same challenge and tackle it throughout your thesis. It provides a great platform with freely accessible dataset and open-source contributions. An evaluation set will be available only to the contributors after the deadline, so it is advantageous to enter the competition officially.

The tasks are:
- Hide: Generate synthetical data based on the original dataset so that it is similar to the real data but privacy-preserving (robust to re-identification)
- Seek: Classify (re-identify) people accurately from synthetical datasets

The students who are interested in this thesis must have a strong theoretical background in statistics, probability and machine learning and high grades from corresponding courses.

@@ Line 4: / Line 4: @@
 |References=https://www.vanderschaar-lab.com/privacy-challenge/
 |Supervisor=Onur Dikmen
 }}
 This project is about building competitive methods for NeurIPS 2020 Hide-and-Seek Privacy Challenge:

Hide-and-Seek Privacy Challenge (NeurIPS 2020) - Revision history

Onur at 10:31, 13 October 2020

Onur: Created page with "{{StudentProjectTemplate |Summary=Building novel methods for privacy-preserving data sharing and/or re-identification |Keywords=modelling, privacy preservation, classification..."