Explainability, Robustness and Privacy in AI
Intermediate toolset for robust, explainable, fair, and privacy-preserving AI (D4.5)
13 . 09 . 2023
Status
Pending official approval from the EC
Summary
This document presents the second collection of work and outcomes from WP4 in AI4Media, focusing on Trustworthy AI. The document describes the continuing investigations and results of our work targeting four dimensions namely, (i) AI Robustness, (ii) Explainable AI, (iii) AI Privacy, and (iv) AI Fairness, each respectively corresponding to tasks T4.2, T4.3, T4.4, and T4.5. For each dimension, we present an overview of each partner’s contribution and the methodology used, along with results, relevant publications, and software if available.
Keywords
AI; Media; AI Robustness; Explainable AI; AI Privacy; AI Fairness
2023 . 10 . 23