Explainability, Robustness and Privacy in AI
Initial toolset for robust, explainable, fair and privacy-preserving AI (D4.1)
31 . 08 . 2021
Status
Approved by the EC
Summary
This deliverable presents the initial work and outcomes from WP4 in AI4Media, focusing on Trustworthy AI. The document describes the initial investigations and results of our work targeting four dimensions of Trust namely, AI Robustness, Explainable AI, AI Privacy and AI Fairness, each respectively corresponding to tasks T4.2, T4.3, T4.4 and T4.5. In each section, we present an overview of each partner’s contribution, the methodology used, along with initial results and relevant publications and software if available.
Keywords
AI Robustness . Explainable AI . AI Privacy . AI Fairness
2022 . 05 . 10