Data Anonymization – The key to innovation
Mar 1, 2022·
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1 min read
Dr. Georg Heiler
Alexandra Ciarnau
Differentially private nuts & berries - can you still tell the individual ones apart?Abstract
To open up opportunities for innovation and to overcome the complex data protection hurdles that often prevail, entrepreneurs are increasingly relying on data anonymization. We answer, legal and technical questions which arise about the effectiveness of the anonymization procedure and suggest a probabilistic k-anonymizaiton procedure for correctly anonymizing high-dimensional data whilst retaining a high degree of detail.
Type
Publication
Data Anonymization – The key to innovation
This is based on the previous post Can you tell the nuts & berries apart in each group?
The official Link to Manz is:
Authors
senior data expert
Georg is a Senior data expert at Magenta and a ML-ops engineer at ASCII.
He is solving challenges with data. His interests include geospatial graphs
and time series. Georg transitions the data platform of Magenta to the cloud
and is handling large scale multi-modal ML-ops challenges at ASCII.