This is an unrefereed arXiv preprint describing a novel system architecture for LLM defense with claimed performance benchmarks, lacking peer review and independent validation.
Preprint: Not Peer ReviewedHan Jin
Reported
Median added latency38 ms
Guard-LLM cascade F1 match96%
Latency improvement vs guard-LLM…1/385