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Couldn't user data make it into the model, and be reverse-engineered from it, if you used it to train the model? I mean, machine learning models aren't designe
by perlgeek 10y ago
Couldn't user data make it into the model, and be reverse-engineered from it, if you used it to train the model?
I mean, machine learning models aren't designed as one-way cryptographic hash functions, so you can't be sure that some of the training data can be inferred through the model's behavior.
- zek 10y agoYes! there is an interesting paper on this subject: https://arxiv.org/abs/1609.02943 https://arxiv.org/abs/1609.02943
- j_s 10y agoCounterpoint: https://arxiv.org/abs/1701.04082 https://arxiv.org/abs/1701.04082 Source: https://news.ycombinator.com/item?id=13824047 https://news.ycombinator.com/item?id=13824047