Professor Nirmalie Wiratunga n.wiratunga@rgu.ac.uk
Associate Dean for Research
iSee: Intelligent Sharing of Explanation Experience by Users for Users
People Involved
Dr Anjana Wijekoon
Dr David Corsar d.corsar1@rgu.ac.uk
Senior Lecturer
Dr Kyle Martin k.martin3@rgu.ac.uk
Senior Lecturer
Reasoning with counterfactual explanations for code vulnerability detection and correction. (2021)
Presentation / Conference Contribution
WIJEKOON, A. and WIRATUNGA, N. 2021. Reasoning with counterfactual explanations for code vulnerability detection and correction. In Sani, S. and Kalutarage, H. (eds.) AI and cybersecurity 2021: proceedings of the 2021 Workshop on AI and cybersecurity (AI-Cybersec 2021), co-located with the 41st Specialist Group on Artificial Intelligence international conference on artificial intelligence (SGAI 2021), 14 December 2021, [virtual event]. CEUR workshop proceedings, 3125. Aachen: CEUR-WS [online], pages 1-13. Available from: http://ceur-ws.org/Vol-3125/paper1.pdfCounterfactual explanations highlight "actionable knowledge" which helps the end-users to understand how a machine learning outcome could be changed to a more desirable outcome. In code vulnerability detection, understanding these "actionable" correc... Read More about Reasoning with counterfactual explanations for code vulnerability detection and correction..