Privacy preserving remaining useful life prediction on SCANIA-X truck telemetry: Spectral-DP and DP-SGD under a custom RDP accountant, validated by membership inference attack.
deep-learning time-series pytorch transformer flower differential-privacy predictive-maintenance remaining-useful-life federated-learning privacy-preserving-machine-learning industrial-ai scania membership-inference-attack dp-sgd tabtransformer spectral-dp rdp-accountant
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Updated
Jul 22, 2026 - Jupyter Notebook