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Electronics: Explainable AI For Federated Learning-Based Intrusion Detection Systems in Connected Vehicles by sofiane Picanto is a document available to read on EtoBox.

The document presents a framework for explainable AI in federated learning-based intrusion detection systems (IDS) for connected vehicles, addressing vulnerabilities in current systems. It proposes a dual-layer design that integrates explainability through the SHAP method, enhancing security and interpretability while maintaining data privacy. Experimental results indicate that the framework achieves high detection accuracy and improved transparency compared to traditional centralized and federated approach

Author

sofiane Picanto

Language

EN