Systems and methods for detecting cybersecurity threats
A system for detecting anomalies is provided. The system includes a computer system including at least one processor in communication with at least one memory device. The computer system receives communications from a remote computer platform. The at least one processor is programmed to execute real-time a simulation model of the remote computer platform. The simulation model simulates inputs and outputs of the remote computer platform based on real-time data. The at least one processor is also programmed to receive one or more outbound communications transmitted from the remote computer platform, generate one or more outputs of the simulation model, compare the one or more outbound communications transmitted from the remote computer platform to the one or more outputs of the simulation model, detect one or more differences based on the comparison, and generate an output based on the one or more differences.
1. A system for detecting anomalies comprising a computer system including at least one processor in communication with at least one memory device, wherein the computer system receives communications from a remote computer platform that resides on a vehicle, and wherein the at least one processor is programmed to:
execute a real-time simulation model of the remote computer platform, wherein the simulation model simulates inputs and outputs of the remote computer platform based on real-time data, wherein the vehicle is remote from the computer system, and wherein the real-time simulation model of the remote computer platform is based on a current location of the vehicle;
intercept a first data stream routed and transmitted from the remote computer platform to a first computer device, wherein the first data stream includes a plurality of communications based, at least in part, on measurements from one or more sensors associated with the remote computer platform, wherein the one or more sensors measure environment conditions at the current location of the vehicle associated with the remote computer platform, and wherein the first computer device is separate from the computer system;
receive a second data stream comprising one or more environmental conditions at the current location of the vehicle associated with the remote computer platform;
compare payload data from the first data stream with the one or more environmental conditions of the second data stream;
detect one or more differences based on the comparison; and
detect at least one cybersecurity threat based on the one or more differences.
2. The system in accordance with claim 1 , wherein the at least one processor is further programmed to:
subsequent to comparing the payload data, generate one or more outputs of the simulation model using the second data stream; and
compare the first data stream to the one or more outputs of the simulation model.
3. The system in accordance with claim 2 , wherein the at least one processor is further programmed to detect one or more differences between the first data stream and the one or more outputs of the simulation model based on at least one of message size, data handshaking rate or frequency, and transmission delay associated with the first data stream.
4. The system in accordance with claim 2 , wherein the at least one processor is further programmed to detect one or more differences between the first data stream and the one or more outputs of the simulation model based on a time series analysis.
5. The system in accordance with claim 1 , wherein the at least one processor is further programmed to:
receive a third data stream transmitted to the remote computer platform; and
input into the simulation model the third data stream to generate the one or more outputs of the simulation model.
6. The system in accordance with claim 5 , wherein the at least one processor is further programmed to synchronize the simulation model with the remote computer platform by inputting the data stream into the simulation model based on when the remote computer platform receives the third data stream.
7. The system in accordance with claim 1 , wherein the at least one processor is further programmed to:
receive one or more direct communications directly from the remote computer platform; and
synchronize the simulation model based on the one or more direct communications.
8. The system in accordance with claim 1 , wherein the at least one processor is further programmed to transmit an alert to the remote computer platform based on detecting at least one cybersecurity threat.
9. The system in accordance with claim 1 , wherein the remote computer platform is aboard an aircraft.
10. The system in accordance with claim 1 , wherein the second data stream comprising one or more environmental conditions at the current location of the vehicle associated with the remote computer platform includes at least one of real-time actual data or modeled data.
11. A method for detecting anomalies in a remote computer platform, the method implemented on a computer system including at least one processor in communication with at least one memory device, wherein the computer system receives communications from a remote computer platform that resides on a vehicle, the method comprising:
executing a real-time simulation model of the remote computer platform, wherein the simulation model simulates inputs and outputs of the remote computer platform based on real-time data, wherein the vehicle is remote from the computer system, and wherein the real-time simulation model of the remote computer platform is based on a current location of the vehicle;
intercepting one or more outbound communications routed and transmitted from the remote computer platform to a first computer device, wherein the one or more outbound communications based, at least in part, on measurements from one or more sensors associated with the remote computer platform, wherein the one or more sensors measure environment conditions at the current location of the vehicle associated with the remote computer platform, and wherein the first computer device is separate from the computer system;
receiving environmental data at the current location of the vehicle associated with the remote computer platform;
comparing payload data from the one or more outbound communications with the environmental data;
generating one or more outputs of the simulation model based, at least in part, on the environmental data;
comparing the one or more outbound communications transmitted from the remote computer platform to the one or more outputs of the simulation model;
detecting one or more differences based on the two comparisons; and
detecting at least one cybersecurity threat based on the one or more differences.
12. The method in accordance with claim 11 further comprising detecting one or more differences between the one or more outbound communications and the one or more outputs of the simulation model based on at least one of message size, data handshaking rate or frequency, and transmission delay associated with the one or more outbound communications.
13. The method in accordance with claim 11 further comprising detecting one or more differences between the one or more outbound communications and the one or more outputs of the simulation model based on a time series analysis.
14. The method in accordance with claim 11 further comprising:
subsequent to comparing the payload data, generating one or more outputs of the simulation model using the second data stream; and
comparing the first data stream to the one or more outputs of the simulation model.
15. The method in accordance with claim 11 further comprising:
receiving one or more inbound communications transmitted to the remote computer platform; and
input into the simulation model the one or more inbound communications to generate the one or more outputs of the simulation model.
16. The method in accordance with claim 15 further comprising synchronizing the simulation model with the remote computer platform by inputting the data stream into the simulation model based on when the remote computer platform receives the third data stream.
17. The method in accordance with claim 11 further comprising:
receiving one or more direct communications directly from the remote computer platform; and
synchronize the simulation model based on the one or more direct communications.
18. The method in accordance with claim 11 , wherein the at least one processor is further programmed to transmit an alert to the remote computer platform based on detecting at least one cybersecurity threat.
19. The method in accordance with claim 11 , wherein the remote computer platform is aboard an aircraft.
20. The method in accordance with claim 11 , wherein the environment data is at least one of real-time actual data or modeled data.