adversarial-llm-serving

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papersSEP 10 04:00 UTC

HoneyRoute: Honeypot-Model Routing for Adversarial LLM Serving

Researchers have introduced HoneyRoute, an inference-serving layer that detects malicious requests before they reach a language model deployment. Traffic flagged as hostile is redirected to a dedicated honeypot model, protecting the production system while operators can study the attacker's behavior.

security/llm-serving/adversarial/inference