Explainable AI in Cybersecurity Operations: Lessons Learned from xAI Tool Deployment

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser et al. · Information Fusion · 2019 · 9K citations · Full text

Computing, Computer Science, Algorithms +10

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

Computing, Computer Science, Data Science +16

Outside the Closed World: On Using Machine Learning for Network Intrusion Detection

Robin Sommer, Vern Paxson · 2010 · 1.9K citations

Computing, Computer Science, Cybersecurity +14

Malicious PDF detection using metadata and structural features

Charles Smutz, Angelos Stavrou · 2012 · 272 citations

Computing, Computer Science, Cybersecurity +15

Explaining Explanation For “Explainable Ai”

Robert R. Hoffman, Gary Klein, Shane T. Mueller · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 2018 · 87 citations

Computing, Computer Science, Artificial Intelligence +12