Explainable AI working group

This is the official repository of the XAI working group. Join our Slack channel here

Principles

• NIST principles of XAI
• THE AI European ACT

Papers

This paper are linked in our conversations.

• [DARPA XAI retrospective] - (https://onlinelibrary.wiley.com/doi/epdf/10.1002/ail2.61)
• [Extensive XAI literature survey from DARPA XAI] - (https://arxiv.org/abs/1902.01876)
• [Principles of Explanation in Human-AI Systems] - (https://arxiv.org/abs/2102.04972)
• [NIST Four Principles of Explainable Artificial Intelligence] - (https://www.nist.gov/publications/four-principles-explainable-artificial-intelligence)

Cyber Security

• Towards XAI in the SOC – a user centric study of explainable alerts with SHAP and LIME
• The EPSS Model