Nature Communications, Published online: 10 June 2026; doi:10.1038/s41467-026-74374-5 This study presents a framework that detects and countermeasures false data injection attacks in multi-area power systems, improving state estimation, reducing false alarms and stabilizing grid frequency under noisy and disturbed conditions.