LLM-Monitor
LLM-Monitor
A low-cost, high-quality, evolvable privacy violation monitoring system for LLMs.
- Compiled monitoring requirements into optimized representations executable by local medium-scale models
- Achieved 15x faster monitoring than GPT-5.2 using a specialized Qwen3-8B-based model
- Matched large public model (GPT-5.2) monitoring quality while being significantly faster and cheaper