| CPC H04L 12/40136 (2013.01) [G06F 18/24155 (2023.01); G06N 3/08 (2013.01); H04L 12/40 (2013.01); H04L 2012/40215 (2013.01); H04L 2012/40273 (2013.01)] | 16 Claims |

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1. A method comprising:
receiving, by a gateway node local to a vehicle, first telemetry data generated by a first subsystem of the vehicle;
generating, by the gateway node, a first predicted state of the first subsystem of the vehicle, based in part on data generated by a machine learning model using the first telemetry data;
subsequently receiving, by the gateway node, second telemetry data generated by the first subsystem of the vehicle;
determining, by the gateway node, an indicated state of the first subsystem of the vehicle, based in part on the second telemetry data, wherein the indicated state differs from the first predicted state; and
sending, by the gateway node, information about a difference between the first predicted state and the indicated state to a remote service.
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