V. Krishnan

Federated Learning for Anomaly Detection in Satellite Constellations Using an Attention-Based LSTM-Autoencoder

As satellites become more complex and satellite constellations grow, there is a need for privacy-preserving and autonomous anomaly detection systems that can function under harsh communication and computational limitations. In this paper, federated learning is proposed for anomaly detection in satellite telemetry data,...