Towards Continuous Safety Assurance for Autonomous Systems. - Philipp Schleiss; Francesco Carella; Iwo Kurzidem (ICSRS, 2022)

Towards the Quantitative Verification of Deep Learning for Safe Perception. - Philipp Schleiss; Yuki Hagiwara; Iwo Kurzidem; Francesco Carella (ISSRE Workshops, 2022)

Reliability Estimation of ML for Image Perception: A Lightweight Nonlinear Transformation Approach Based on Full Reference Image Quality Metrics. - João-Vitor Zacchi; Francesco Carella; Priyank Upadhya; Shanza Ali Zafar; John Molloy; Lisa Jöckel; Janek Groß; Núria Mata; Nguyen Anh Vu Doan (MCSoC, 2023)

Taxonomy of Safe Uncertainty Handling in the Context of Dynamic Risk Management. - Philipp Schleiss; Shanza Ali Zafar; Luciana Tanzarella; Francesco Carella (ICSRS, 2024)

Towards Automated Safety Requirements Derivation Using Agent-based RAG. - Balahari Vignesh Balu; Florian Geissler; Francesco Carella; João-Vitor Zacchi; Josef Jiru; Núria Mata; Reinhard Stolle (AAAI Spring Symposia, 2025)