# Enhancing Machine Learning Model Interpretability in Intrusion Detection Systems through SHAP Explanations and LLM-Generated Descriptions

> Research article (2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2024) · cited 21× · AI/ML

**Wikidata**: [openalex:W4399307557](https://www.wikidata.org/wiki/openalex:W4399307557)  
**Source**: https://4ort.xyz/entity/enhancing-machine-learning-model-interpretability-in-intrusion-detection-systems-through-shap-explanations-and-llm-gener