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Apple and others have poured a lot of resources into a concept called “differential privacy” that can mathematically guarantee privacy for data in a machine lea
by matt4077 8y ago
Apple and others have poured a lot of resources into a concept called “differential privacy” that can mathematically guarantee privacy for data in a machine learning context.
It’s rather well known, so you should probably read up on it before espousing strongly worded opinion weakly connected to the current state of the art.
- moultano 8y agoI don't think anyone has managed to train differentially private models with acceptable performance, and releasing raw data in differentially private way seems impossible to me.