发明授权
- 专利标题: Method for protection from cyber attacks to a vehicle, and corresponding device
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申请号: US17804010申请日: 2022-05-25
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公开(公告)号: US12052275B2公开(公告)日: 2024-07-30
- 发明人: Christian Rosadini , Anastasia Cornelio , Walter Nesci , Sergio Saponara , Alessio Gagliardi , Paola De Cesare
- 申请人: Marelli Europe S.p.A.
- 申请人地址: IT Corbetta
- 专利权人: Marelli Europe S.p.A.
- 当前专利权人: Marelli Europe S.p.A.
- 当前专利权人地址: IT Corbetta
- 代理机构: Howard & Howard Attorneys PLLC
- 优先权: IT 2021000013754 2021.05.26
- 主分类号: H04L29/06
- IPC分类号: H04L29/06 ; H04L9/40
摘要:
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.
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