Methods to detect spoofing attacks on automated driving systems
AssigneeBaidu USA LLC
InventorsXiaodong Liu, Ning Qu
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AssigneeBaidu USA LLC
InventorsXiaodong Liu, Ning Qu
Estimating the term…
Systems and methods are disclosed for an ADV to leverage pre-defined static objects along a planned route of travel to detect and counter attacks that attempt to change the destination or the planned route. The ADV may detect updates to the static objects if the planned route is changed. Based on the updated static objects, the ADV determines if there is an abnormal re-routing of the planned route or if there is a new route due to a suspicious destination change. The ADV may also leverage the static objects to detect spoofing attacks against the sensor system. The ADV may evaluate if sensors of the sensor system are able to detect and identify the static objects to identify an impaired sensor. The ADV may perform cross-check on the ability of the sensors to detect and identify dynamic objects to gain confidence that the impaired sensor is due to spoofing attacks.
A computer-implemented method for detecting a spoofing attack against an autonomous driving vehicle (ADV), the method comprising:
A non-transitory machine-readable medium having instructions stored therein, which when executed by a processor, cause the processor to perform operations for detecting a spoofing attack against an autonomous driving vehicle (ADV), the operations comprising:
A system to detect a spoofing attack against an autonomous driving vehicle (ADV), comprising:
Dependencies are inferred from the claim text.