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I have a related question - can EU citizen under GDPR demand that a company "unlearns" all of their machine learning models from his/her data? I'm not asking if
by polskibus 9y ago
I have a related question - can EU citizen under GDPR demand that a company "unlearns" all of their machine learning models from his/her data? I'm not asking if this is technically feasible (you could do that by removing old model, removing user data from training set and then reruning learning). I'm asking whether GDPR will give citizens power to demadn that.
- amarkov 9y agoGDPR only requires erasure of personal data on request, where "personal data" is defined as information relating to some identified or identifiable person. Machine learning models trained on personal data aren't going to be personal data themselves.
- yxhuvud 9y agoWell, unless they can be used to identify the person.
- emilfihlman 9y agoBut we are (reminds me of black mirror...) entitled to having knowledge and memories. Corporate entities will start to claim that you cannot ask us to remove our memories (for example, identifying people in images).
- Asdfbla 9y agoMachine learning models leaking private information is a real problem though, unless mechanisms to ensure something like differential privacy are applied. Those approaches may still be too theoretical and hard to reason about for many machine learning practitioners. Will be interesting how that plays out.