Explainability, Robustness and Privacy in AI
Final toolset in robust, explainable, fair, and privacy-preserving AI (D4.7)
11 . 09 . 2024
Status
Pending official approval from the EC
Summary
This deliverable presents the third and final collection of technical work and outcomes from WP4 in AI4Media, with a focus on Trustworthy AI. It describes the ongoing investigations and results across four key dimensions: (i) AI Robustness, (ii) AI Explainability, (iii) AI Privacy, and (iv) AI Fairness, corresponding to tasks T4.2, T4.3, T4.4, and T4.5, respectively. For each dimension, we provide an overview of the contributions from each partner, the methodologies employed, as well as results, relevant publications, and available software.
Keywords
AI; Trustworthy AI; Media; AI Robustness; Explainable AI; AI Privacy; AI Fairness.
2024 . 09 . 19