I suspect someone would have to show that the model trained on their data revealed something about them in a practically harmful way.
I guess it still needs to be litigated, but the question on my mind is: Does that right of refusal only apply to the model, or also the data that trained it. If it applies to the data, the regulation is pretty useless, since anyone could avoid the deletion requirements by training models on it, if it doesn't I think the use in the model takes care of itself. At some point they'll need to retrain, and then you're data won't be there.
I feel though that the point of the GDPR was to protect our personal data held by companoes, not to prevent companies using our personal data to make money.
So if a company uses your personal data to train a model (lets assume you willingly gave your informed consent for the time being), and then they delete your data after they have trained their model, does that model contain your personally identifiable inbformation? I'd argue that it does not - the model is just some weights, right? So 0.6 34.291, 0.0016 - is that you, mum?
.... but having just said that, I do wonder what happens if you run the model in reverse, like the deepdream stuff did (1). Could it re-generate PII (or rather generate "nearly-PII") purely from those weights?
This means that, after Brexit, the GDPR implementation laws will still be law in the UK. Depending on the outcome of the Brexit negotiations, the UK might or might not be in a position to repeal those laws at their own discretion.
Directives are the ones that only direct the states to enact laws implementing them.
http://www.blplaw.com/expert-legal-insights/articles/gdpr-an...
As of today it's looking more and more likely that the separation will be in name more than in function though.
its worse than that. Its what nobody wants: tied to some parts of the EU, with no say whatso ever. In the case of the finance industry, it'll be 60 days notice to comply or access is withdrawn. Brilliant for the EU as it means that it can start creaming off the finance industry and the vast sums of money it generates in tax.
The battle now is, what form does the divorce take, messy and sharp (no deal, where the UK has no access to anything without lots of barriers) or really painful, where we loose access to lots of things, but retain access to a few key things.
There is a very remote chance, very remote, that a referendum will take place, but unless article 50 is rescinded it will be meaningless, as we will leave the EU automatically at the end of march.
I’m a Remainer, but let’s concentrate on being alarmed about the real impacts.