Method and system for intrusion detection for an in-vehicle infotainment system
A method at a computing device, the method including placing a trace on a plurality of behaviors within a kernel on the computing device; generating data from the trace; assembling the data into an event; and formatting the event into a security sensor output. Further, a computing device having a processor and communications subsystem, wherein the computing device is configured to place a trace on a plurality of behaviors within a kernel on the computing device; generate data from the trace; assemble the data into an event; and format the event into a security sensor output.
1 . A method at a computing device comprising:
maintaining, at the computing device, a plurality of synthetic sensors, each of the plurality of synthetic sensors being configured to generate insights from sensor data received from at least one physical sensor, the at least one physical sensor being separated from the synthetic sensors by a hardware abstraction layer;
placing a trace on a plurality of behaviors within a kernel on the computing device;
generating data from the trace;
providing the data to a translation layer to produce normalized data;
assembling the normalized data into an event;
formatting the event into a security sensor output; and
providing the security sensor output to a security sensor, wherein the security sensor is a synthetic sensor from the plurality of synthetic sensors.
2 . The method of claim 1 , wherein the trace is an extended Berkley Packet Filter (eBPF) bytecode.
3 . The method of claim 1 , wherein the data is placed in a ring buffer, and wherein the assembling the data comprises capturing data from a same behavior.
4 . The method of claim 1 , wherein the formatting the data comprises utilizing a JavaScript Object Notation (JSON) schema to output the data.
5 . The method of claim 4 , further comprising extending a COVESA Vehicle Signal Specification to include a private security branch.
6 . The method of claim 5 , wherein the private security branch includes signals with the formatted output as payload.
7 . The method of claim 1 , wherein the assembling and formatting is performed by a user agent within the kernel space.
8 . The method of claim 1 , wherein the computing device is an in-vehicle infotainment system on a vehicle.
9 . The method of claim 1 , wherein the security sensor output is provided to an intrusion detection system on at least one of a second computing device or a virtual machine running on the computing device.
10 . The method of claim 1 , wherein the trace is implemented on a microkernel.
11 . The method of claim 1 , wherein the computing device is within a vehicle computing system.
12 . A computing device comprising:
a processor; and
a communications subsystem,
wherein the computing device is configured to:
maintain, at the computing device, a plurality of synthetic sensors, each of the plurality of synthetic sensors being configured to generate insights from sensor data received from at least one physical sensor, the at least one physical sensor being separated from the synthetic sensors by a hardware abstraction layer;
place a trace on a plurality of behaviors within a kernel on the computing device;
generate data from the trace;
provide the data to a translation layer to produce normalized data;
assemble the normalized data into an event;
format the event into a security sensor output; and
provide the security sensor output to a security sensor, wherein the security sensor is a synthetic sensor from the plurality of synthetic sensors.
13 . The computing device of claim 12 , wherein the trace is an extended Berkley Packet Filter (eBPF) bytecode.
14 . The computing device of claim 12 , wherein the formatting the data comprises utilizing a JavaScript Object Notation (JSON) schema to output the data.
15 . The computing device of claim 14 , further comprising extending a COVESA Vehicle Signal Specification to include a private security branch.
16 . The computing device of claim 15 , wherein the private security branch includes signals with the formatted output as payload.
17 . The computing device of claim 12 , wherein the computing device is an in-vehicle infotainment system on a vehicle.
18 . The computing device of claim 12 , wherein the security sensor output is provided to an intrusion detection system on at least one of a second computing device or a virtual machine running on the computing device.
19 . The computing device of claim 12 , wherein the trace is implemented on a microkernel.
20 . A non-transitory computer readable medium for storing instruction code, which, when executed by a processor of a computing device cause the computing device to:
maintain, at the computing device, a plurality of synthetic sensors, each of the plurality of synthetic sensors being configured to generate insights from sensor data received from at least one physical sensor, the at least one physical sensor being separated from the synthetic sensors by a hardware abstraction layer;
place a trace on a plurality of behaviors within a kernel on the computing device;
generate data from the trace;
provide the data to a translation layer to produce normalized data;
assemble the normalized data into an event;
format the event into a security sensor output; and
provide the security sensor output to a security sensor, wherein the security sensor is a synthetic sensor from the plurality of synthetic sensors.