Explaining Tree Model Decisions in Natural Language for Network Intrusion Detection

30 October 2023

Papers citing "Explaining Tree Model Decisions in Natural Language for Network Intrusion Detection"

7 / 7 papers shown

Title
XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model Yasir Ali Farrukh S. Wali I. Khan Nathaniel D. Bastian 428 2 0 27 Aug 2024
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems Wenhao Yu Zhihan Zhang Meng Jiang KELM 123 42 0 16 May 2023
Towards Explaining Autonomy with Verbalised Decision Tree States K. Gavriilidis A. Munafò Helen F. Hastie Conlan Cesar M. Defilippo M. Benjamin 31 2 0 28 Sep 2022
Graph Rationalization with Environment-based Augmentations Gang Liu Tong Zhao Jiaxi Xu Te Luo Meng Jiang OOD 71 83 0 06 Jun 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 817 9,576 0 28 Jan 2022
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 121 6,269 0 22 Oct 2019
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,939 0 22 May 2017