Sonal Allana

Conceptualisation and Implementation of Human-centric Privacy Preserving Framework for Explainable AI

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

Explainability has emerged as a pillar of Trustworthy AI for ensuring safety in high-risk application domains. However, the incorporation of explainability to boost the transparency of black-box AI systems can inadvertently introduce unforeseen vulnerabilities. Previous …