Modeling for Security: Automating an Analysis of Safety-Security Interactions for Railway Systems -- TrainSec: A Simulation Framework for Security Modeling and Evaluation in CBTC Networks.-Tooled approaches and Dependability of highly automated transport systems: Safety analysis of Automatic Train Operation based on ETCS -- Remaining Useful Life Estimation for Railway Gearbox Bearings Using Machine Learning -- Towards Scenario-based Certification of Highly Automated Railway Systems -- Dependability Analysis of UPS Architectures for the Italian Railway Signaling System -- Formal methods for safety assessment: The SafeCap Trajectory: Industry-driven Improvement of an Interlocking Verification Tool -- A Formal Model of Train Control with AI-based Obstacle Detection -- Integral Formal Proof : A Verification Approach Bridging the Gap between System and Software Levels in RailwaySystems -- Automated Compositional Verication of Interlocking Systems -- Halfway Generic Verification of Railway Control Systems -- Formal model and visual tooling: Modelling, Visualisation and Proof of an ETCS Level 3 Moving Block System -- A Tool-Chain for the Verification of Geographic Scheme Data.