# ftaas

Fine-Tuning-as-a-Service Attack Surface

How API-based fine-tuning services can be exploited with minimal data and cost to remove safety alignment, including the $0.20 GPT-3.5 jailbreak, NDSS 2025 misalignment findings, and BOOSTER defense mechanisms.