A Cyber-Secure generalized supermodel for wind power forecasting based on deep federated learning and image processing

•Wind power generation forecasting based on Deep Federated Learning.•A cyber-secure supermodel for wind power forecasting in critical regions.•A novel Image Processing approach was applied for cyber-attack detection.•Performance of the proposed model was evaluated under a false data injection attack.•The presented results confirmed the superiority of the proposed model.