MESSAGE SOURCE DETECTION IN A VEHICLE BUS SYSTEM

Patent №

US 11,048,828

Granted

2021-06-29

Filed 2019

Owner

ENIGMATOS LTD

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16614452

Systems and methods for identifying the source of a message transmitted on the CAN bus of a vehicle, by creating a unique signature for each ECU. The system is further configured to detest malicious activities on a CAN bus system having a given physical configuration. The signature of an ECU is created based on the non-linearity of the CAN bus, by determining from at least one pulse of a read message a training-signature that includes a pair of sub-signatures: a rising-sub-signature of the rising response, and a falling-sub-signature of the falling response, as viewed by said message generating ECU. By reading a plurality of messages from the ECUs operationally integrated on the CAN bus system, a classification & prediction methodology is used to create, for each message generating ECU, from the respective training-signatures, a unique ECU-signature.

Machine learningVisionPlanningAI hardwareG06F 21/85G06F 21/64G06N 20/00H04L 12/40104H04L 63/1425H04L 2012/40215H04L 2012/40273H04W 4/48

AI classification

Machine learning0.99
Vision0.78
AI hardware0.66
Planning0.57
Knowledge representation0.00
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

ENIGMATOS LTD

assignment · 512290333

Assignors

BITTON, CHARLY, FOK, ALEXANDER, KAMIR, EYAL, MALKA, YONI, FREDKOF, ORIT, ZWICKL, LIRAN, DALI, MENI, FRIEDMAN, URIEL

On an employer assignment, the assignors are typically the inventors.

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