2026. A Systematic Survey of Ransomware Detection Through Pipelines: From Runtime Telemetry to Explainable and Response-Aware Defense. Bilad Alrafidain Journal for Engineering Science and Technology. 5, 2 (Sep. 2026), 92–113. DOI:https://doi.org/10.56990/bajest/2026.050208.