this post was submitted on 17 Nov 2023
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Machine Learning
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Depends how you define "obscure", "useful", etc.
Maybe feed it directly to your machine then trash it? The info will still be vulnerable when in transit or in memory though.
I would like to store data for experiments, unfortunately just using and momentarily discarding it defeats the reason for collecting it.
The only data transformation which wouldn't be trivial to reverse is encryption. But you still need to trust yourself, the machine, the network, and everything in between to not leak the key or the data.
If you "obscure" the data enough, then it won't be useful. There's no solution to your problem as far as I can tell.