Explainable Artificial Intelligence for Cybersecurity

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

Anna L. Buczak, Erhan Guven · IEEE Communications Surveys & Tutorials · 2015 · 3.1K citations

Computing, Computer Science, Cybersecurity +16

Can we open the black box of AI?

Davide Castelvecchi · Nature · 2016 · 1.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +6

Survey and critique of techniques for extracting rules from trained artificial neural networks

Robert Andrews, Joachim Diederich, Alan Tickle · Knowledge-Based Systems · 1995 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +11

Deep Learning for Anomaly Detection: A Survey

Raghavendra Chalapathy, Sanjay Chawla · arXiv (Cornell University) · 2019 · 1.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +13