Detecting anomalies on a controller area network bus
A process detects anomalies on a controller area network (CAN) bus. An arbitration field in a message on the CAN bus is analyzed, and a data field in the message on the CAN bus is inspected. The process further monitors a frequency of message identifiers that are transmitted across the CAN bus, and determines that an overall bus load crosses a threshold. The process then transmits an alert when the analyzing the arbitration field, the inspecting the data field, the monitoring the frequency, and the determining the overall bus load indicate that an anomaly has occurred on the CAN bus.
1. A process for detecting an anomaly on a controller area network (CAN) bus comprising:
analyzing an arbitration field in a message on the CAN bus by determining that an arbitration identifier and a data length code are not contained on a whitelist of allowable arbitration identifier and data length code pairs;
inspecting a data field in the message on the CAN bus;
monitoring a frequency of message identifiers that are transmitted across the CAN bus by determining, from a specification file, a nominal frequency for the frequency of message identifiers that are transmitted across the CAN bus and a deviation from the nominal frequency wherein the deviation from the nominal frequency comprises the frequency of message identifiers being a multiple of the nominal frequency;
determining that an overall bus load of the CAN bus crosses a threshold; and
transmitting an alert when the analyzing the arbitration field, the inspecting the data field, the monitoring the frequency, and the determining the overall bus load indicate that the anomaly has occurred on the CAN bus.
2. The process of claim 1 , wherein the inspecting the data field comprises interpreting one or more parts of the data field as signals based on one or more signal rules in a configuration file.
3. The process of claim 2 , wherein the signal rules in the configuration file comprise a list of data that are allowed and a list of data that are not allowed.
4. The process of claim 1 , comprising:
determining from a table a nominal frequency for the frequency of message identifiers that are transmitted across the CAN bus; and
generating an alarm when the frequency of message identifiers that are transmitted across the CAN bus deviates from the nominal frequency.
5. The process of claim 4 , wherein the deviation from the nominal frequency comprises the frequency of message identifiers being approximately twice the—nominal frequency.
6. The process of claim 1 , wherein the determining that the overall bus load crosses a threshold comprises:
determining the threshold from a table; and
transmitting the alert when the overall bus load is greater than the threshold.
7. The process of claim 1 , wherein the inspecting the data field comprises using a decision tree further comprising allowed options for the arbitration field in the message.
8. A system comprising:
a computer processor; and
a computer memory coupled to the computer processor;
wherein the computer processor is operable for detecting an anomaly on a controller area network (CAN) bus by:
analyzing an arbitration field in a message on the CAN bus by determining that an arbitration identifier and a data length code are not contained on a whitelist of allowable arbitration identifier and data length code pairs;
inspecting a data field in the message on the CAN bus;
monitoring a frequency of message identifiers that are transmitted across the CAN bus by determining, from a specification file, a nominal frequency for the frequency of message identifiers that are transmitted across the CAN bus and a deviation from the nominal frequency wherein the deviation from the nominal frequency comprises the frequency of message identifiers being a multiple of the nominal frequency;
determining that an overall bus load of the CAN bus crosses a threshold; and
transmitting an alert when the analyzing the arbitration field, the inspecting the data field, the monitoring the frequency, and the determining the overall bus load indicate that the anomaly has occurred on the CAN bus.
9. The system of claim 8 , wherein the inspecting the data field comprises interpreting one or more parts of the data field as signals based on one or more signal rules in a configuration file.
10. The system of claim 9 , wherein the signal rules in the configuration file comprise a list of data that are allowed and a list of data that are not allowed.
11. The system of claim 8 , wherein the computer processor is operable for:
determining from a table a nominal frequency for the frequency of message identifiers that are transmitted across the CAN bus; and
generating an alarm when the frequency of message identifiers that are transmitted across the CAN bus deviates from the nominal frequency.
12. The system of claim 11 , wherein the deviation from the nominal frequency comprises the frequency of message identifiers being approximately twice the—nominal frequency.
13. The system of claim 8 , wherein the determining that the overall bus load crosses a threshold comprises:
determining the threshold from a table; and
transmitting the alert when the overall bus load is greater than the threshold.
14. The system of claim 8 , wherein the inspecting the data field comprises using a decision tree further comprising allowed options for the arbitration field in the message.
15. A non-transitory computer-readable medium comprising instructions that when executed by a processor execute a process for detecting an anomaly on a computer network bus by:
analyzing an arbitration field in a message on the computer network bus by determining that an arbitration identifier and a data length code are not contained on a whitelist of allowable arbitration identifier and data length code pairs;
inspecting a data field in the message on the computer network;
monitoring a frequency of message identifiers that are transmitted across the computer network bus by determining, from a specification file, a nominal frequency for the frequency of message identifiers that are transmitted across the computer network bus and a deviation from the nominal frequency wherein the deviation from the nominal frequency comprises the frequency of message identifiers being a multiple of the nominal frequency;
determining that an overall bus load of the computer network bus crosses a threshold; and
transmitting an alert when the analyzing the arbitration field, the inspecting the data field, the monitoring the frequency, and the determining the overall bus load indicate that the anomaly has occurred on the computer network bus.
16. The non-transitory computer-readable medium of claim 15 , wherein the computer network bus comprises a controller area network (CAN) bus.
17. The non-transitory computer-readable medium of claim 15 , wherein the inspecting the data field comprises interpreting one or more parts of the data field as signals based on one or more signal rules in a configuration file.
18. The non-transitory computer-readable medium of claim 15 , comprising instructions for:
determining from a table a nominal frequency for the frequency of message identifiers that are transmitted across the computer network bus; and
generating an alarm when the frequency of message identifiers that are transmitted across the computer network bus deviates from the nominal frequency;
wherein the deviation from the nominal frequency comprises the frequency of message identifiers being approximately twice the nominal frequency.
19. The iron-transitory computer-readable medium of claim 15 , wherein the instructions for determining that the overall bus load crosses a threshold comprises instructions for:
determining the threshold from a table; and
transmitting the alert when the overall bus load is greater than the threshold.
20. The non-transitory computer-readable medium of claim 15 , wherein the inspecting the data field comprises using a decision tree further comprising allowed options for the arbitration field in the message.