Privacy-preserving explainable AI: a survey
As the adoption of explainable AI (XAI) continues to expand, the urgency to address its
privacy implications intensifies. Despite a growing corpus of research in AI privacy and …
privacy implications intensifies. Despite a growing corpus of research in AI privacy and …
A survey of privacy-preserving model explanations: Privacy risks, attacks, and countermeasures
As the adoption of explainable AI (XAI) continues to expand, the urgency to address its
privacy implications intensifies. Despite a growing corpus of research in AI privacy and …
privacy implications intensifies. Despite a growing corpus of research in AI privacy and …
Privacy-Preserving Algorithmic Recourse
When individuals are subject to adverse outcomes from machine learning models, providing
a recourse path to help achieve a positive outcome is desirable. Recent work has shown …
a recourse path to help achieve a positive outcome is desirable. Recent work has shown …