Gradient-Controlled Decoding: A Safety Guardrail for LLMs with Dual-Anchor Steering

Purva Chiniya, Kevin Scaria, Sagar Chaturvedi

Large language models (LLMs) remain susceptible to jailbreak and direct prompt-injection attacks, yet the strongest defensive filters frequently over-refuse benign queries and degr…