Arc Sentry blocks LLM prompt injections pre-generation
Arc Sentry is a security guardrail for open-source LLMs that detects prompt injections by monitoring the model's internal residual stream. It blocks malicious inputs before generation begins, providing defense for architectures like Mistral, Qwen, and Llama.
Arc Sentry represents a shift from reactive text-based filtering to proactive architectural monitoring for LLM security. By hooking into the residual stream, it catches adversarial steering that bypasses traditional guardrails.
- –Operates at the model's internal layer level, making it resistant to "noise" that confuses text-based classifiers.
- –Pre-generation blocking ensures harmful tokens are never even computed, let alone leaked.
- –Specifically optimized for Mistral, Qwen, and Llama architectures popular in local deployments.
- –Effective against "Crescendo" multi-turn attacks that typically fly under the radar of single-turn filters.
- –Strategic $199/mo pricing for production use, with a free audit offer to lower the barrier for developers.
DISCOVERED
45d ago
2026-04-15
PUBLISHED
45d ago
2026-04-14
RELEVANCE
AUTHOR
Turbulent-Tap6723