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SETTer is introduced, a transformer-based model that addresses challenges of long-term multivariate time series forecasting by incorporating novel techniques for decoupled self-attention and hybrid masking and outperforms state-of-the-art models in 88% of the scenarios.
A hybrid IDS for EV charging infrastructure achieves up to 99.99% accuracy in detecting network-based attacks, setting a new standard for cybersecurity in smart grids.
