Zaiats, R. et al. 2026. LLM-Assisted Repair Gating for Improving Hidden-Test Success in Automated Code-Validation Pipelines. Security of Infocommunication Systems and Internet of Things. 4, 1 (Jun. 2026), 01005. DOI:https://doi.org/10.31861/sisiot2026.1.01005.