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That must only be true if there isn’t a one way compression step occurring, or any approximation in the whole model.
by onethought 4y ago
That must only be true if there isn’t a one way compression step occurring, or any approximation in the whole model.
- aix1 4y agoI don't think lossy compression is sufficient. The very first example in the paper I linked to is clearly not identical to the original image (=lossily compressed) yet leaks a training image in a way that would be highly problematic in certain domains, e.g. medical imaging.
- onethought 4y agoI see what you are saying. Agree. Seems we need some set patterns in NN models that will reliably remove reversibility without effecting loss too drastically.