Invention Grant
- Patent Title: Method for protection from cyber attacks to a vehicle, and corresponding device
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Application No.: US17804010Application Date: 2022-05-25
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Publication No.: US12052275B2Publication Date: 2024-07-30
- Inventor: Christian Rosadini , Anastasia Cornelio , Walter Nesci , Sergio Saponara , Alessio Gagliardi , Paola De Cesare
- Applicant: Marelli Europe S.p.A.
- Applicant Address: IT Corbetta
- Assignee: Marelli Europe S.p.A.
- Current Assignee: Marelli Europe S.p.A.
- Current Assignee Address: IT Corbetta
- Agency: Howard & Howard Attorneys PLLC
- Priority: IT 2021000013754 2021.05.26
- Main IPC: H04L29/06
- IPC: H04L29/06 ; H04L9/40

Abstract:
A method for protection from cyber attacks in a communication network of a vehicle comprising: the steps of building sets of dominant voltage measurements for each message identifier associated to a message that is passing; extracting statistical features; supplying the statistical features for each message identifier that are available at each instant at input to a neural network of a pattern-recognition type; carrying out an operation of classification, or pattern recognition, supplying a prediction of a membership class corresponding to a given node on the basis of the statistical features supplied at input; evaluating whether the prediction supplied by the neural network corresponds to a given node that allows as admissible message identifier the message identifier at input and, if it does not, signalling an anomaly for the message identifier; and evaluating whether a number of anomalies signalled for said message identifier exceeds a given threshold.
Public/Granted literature
- US20220407880A1 Method For Protection From Cyber Attacks To A Vehicle, And Corresponding Device Public/Granted day:2022-12-22
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