The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 10, 2026

Filed:

Feb. 02, 2023
Applicant:

Marelli Europe S.p.a., Corbetta, IT;

Inventors:

Christian Rosadini, Corbetta, IT;

Simona Chiarelli, Corbetta, IT;

Anastasia Cornelio, Corbetta, IT;

Walter Nesci, Corbetta, IT;

Sergio Saponara, Pisa, IT;

Pierpaolo Dini, SanFrediano a Settimo Cascina Pisa, IT;

Alessio Gagliardi, Catanzaro, IT;

Assignee:

Marelli Europe S.p.A., Corbetta, IT;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); H04L 63/1425 (2013.01); H04L 63/1441 (2013.01); G06F 2221/034 (2013.01);
Abstract

A method for protection from cyber attacks in a vehicle communication network including the steps of executing a protection and monitoring procedure comprising: a learning step that includes: acquiring sets ({right arrow over (V)}) of values of times of arrival (TS) of messages (MSG) exchanged on the network, ordered according to a respective message identifier (ID), computing one or more statistical parameters of the sets of arrival-time values (TS), and subsequently obtaining statistical parameters ({right arrow over (ω)}ID) of confidence windows for one or more statistical parameters of the sets of arrival-time values (TS'); and a subsequent classification and anomaly-detection step that includes: acquiring sets ({right arrow over (u)}) of values of times of arrival (TS′) at the device of messages (MSG′), computing corresponding one or more statistical parameters of the sets of arrival-time values (TS') to obtain votes (V,W) of membership of the statistical parameters of the sets of arrival-time values (TS') in confidence windows of the sets of arrival-time values (TS′), and evaluating issuing of malicious-message alarms (AL) on the basis of the membership votes (V, W).


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