# api-fine-tuning
2 articlestagged with “api-fine-tuning”
API Fine-Tuning Security
Security analysis of cloud fine-tuning APIs from OpenAI, Anthropic, Together AI, Fireworks AI, and others -- how these services create new attack surfaces and the defenses providers have deployed.
api-fine-tuningopenaianthropictogether-aifireworkssafetycloud-security
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.
ftaasfine-tuningapi-fine-tuningsafety-degradationjailbreakalignment