Stealing Machine Learning Models via Prediction APIs

Key findings

• Equation-solving and path-finding attacks extract near-equivalent models from BigML and Amazon ML with hundreds of queries - Confidence values dramatically ease extraction

Sources

• arxiv.orghttps://arxiv.org/abs/1609.02943