Model Theft: How Attackers Steal Your Fine-Tuned AI Models Through API Extraction

TL;DR Fine-tuned AI models can be stolen by repeatedly querying them and recording outputs. An attacker reconstructs your model's weights by training a mimic model on the stolen output patterns. Cost: $500-5,000. Time: 1 week. Real examples: Meta's L...