Purva Chiniya, Kevin Scaria, Sagar Chaturvedi

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

arXiv:2604.05179v1 Announce Type: new Abstract: Large language models (LLMs) remain susceptible to jailbreak and direct prompt-injection attacks, yet the strongest defensive filters frequently over-refuse benign …