Explaining Tree Model Decisions in Natural Language for Network Intrusion Detection

no code implementations • 30 Oct 2023 • Noah Ziems, Gang Liu, John Flanagan, Meng Jiang

Finally, we show LLM generated decision tree explanations correlate highly with human ratings of readability, quality, and use of background knowledge while simultaneously providing better understanding of decision boundaries.

Network Intrusion Detection