AAAI Fall Symposium – SECURE‑AI4H Safe, Ethical, Certified, Uncertainty-aware, Robust, and Explainable AI

The SECURE-AI4H Symposium (Safe, Ethical, Certified, Uncertainty-aware, Robust, and Explainable AI for Health) brings together a multidisciplinary community focused on advancing trustworthy AI in healthcare and biomedicine. As AI technologies are increasingly deployed across diagnostics, hospital workflows, robotics, and personalized medicine, their safety, transparency, and real-world certifiability have become critical challenges. This symposium aims to foster cross-sector dialogue among AI researchers, clinicians, ethicists, engineers, cybersecurity experts, and policymakers to develop AI systems that are not only high-performing but also certifiable, interpretable, privacy-preserving, and resilient to adversarial threats.