Hands-on Data Anonymisation 2023
Description
Hands-on personal data anonymisation and pseudonymisation.
The goals for this 2-days-workshop are practical: to have people actually minimise/pseudonymise/anonymise personal data in many of its forms and also use modern techniques for working with personal / sensitive data. There will be a conceptual introduction on day 1, other days will cover tools for (pseudo)anonymising personal data.
Who can participate?
Anyone who works with personal data in all its forms (background variables from questionnaires, medical images, health data, geospatial location data, speech, videos, pictures, etc…).
Learning Outcomes
- Understanding the basic concepts and limitations of anonymisation and pseudonymisation
- Automating anonymisation for tabular data using Amnesia
- Anonymisation for complex datasets: Faces in pictures and videos, speech, geospatial data, medical data.
- Anonymisation in qualitative research (interviews, text).
- Advanced techniques for working with sensitive data when anonymization cannot be achieved (data synthesis, federated learning and differential privacy)
Format
A two days three-hours webinar. 1 ECTS credit is available for those students who are willing to do some extra homework.
Schedule and location
The training will be held online via Zoom on April 18th and April 20th, at 12:00–15.00 Eastern European Time (EET).
Instructor(s)
Dr. Enrico Glerean, Data Agent, Staff Scientist, School of Science, Aalto University
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