Member-only story

Data Minimization and Pseudonymization.

Privacy is a Fundamental Human Right.

My Brandt
Data And Beyond

--

#MyBrandt

Pseudonymization can protect identity but may not be sufficient if the underlying data can still be linked to an individual.

Data minimisation may affect the performance of AI models.

By addressing the right to be forgotten in AI, it requires interdisciplinary research across fields such as law, cognitive science and computer science to develop a more nuanced understanding of forgetting in the context of AI.

The international nature of data processing and the varying privacy laws across jurisdictions add complexity to implementing the right to be forgotten in AI systems.

Enhanced data anonymization and sophisticated machine learning techniques alongside legal reforms are necessary.

So how are we gonna implement the use of differential privacy in machine unlearning?

Privacy is a fundamental human right.

“Everyone has the right to the protection of personal data concerning him or her. Such data must be processed fairly for specified purposes and on the basis of the consent of the person concerned or some other legitimate basis laid down by law. Everyone has the right of access to data which has been collected concerning him or her, and the

--

--

No responses yet