Systems and methods for monitoring malicious software engaging in online advertising fraud or other form of deceit
Systems, methods, and devices for advertising fraud malicious software botnet detection. Systems, methods, and devices for advertising fraud infrastructure infiltration. Systems, methods, and devices for identifying non-organic traffic entities. Systems, methods, and devices for local instrumentation of advertising fraud malicious software.
1. A method comprising:
identifying a communication process used by a compromised computing device to communicate with a control server providing access to advertising weblinks;
communicating, by a milker bot, a request for an advertising weblink to the control server, wherein the communicating includes using the communication process to mimic the compromised computing device;
receiving the requested advertising weblink from the control server, wherein the advertising weblink includes metadata identifying the control server; and
monitoring the control server based on the metadata.
2. The method of claim 1 , wherein the monitoring of the control server includes at least one of determining an internet protocol address of the control server, identifying a MAC address of the control server, or identifying a physical location of the control server.
3. The method of claim 1 , further including identifying an encryption process used by the compromised computing device, the bot implemented using the encryption process and the communication process.
4. The method of claim 1 , wherein the identifying of the communication process includes:
recording an instruction executed by the compromised computing device; and
analyzing the recorded instruction to determine if the instruction is associated with the communication process.
5. The method of claim 1 , wherein the identifying of the communication process includes:
executing a binary code associated with the compromised computing device in a controlled computing environment; and
analyzing information associated with the execution of the binary code to identify the communication process.
6. The method of claim 5 , wherein the controlled computing environment is a virtual instance of an operating system including sensors, the sensors to collect the information associated with the execution of the binary code.
7. The method of claim 1 , further including increasing a request rate of the milker bot by running a plurality of milker bots in parallel.
8. A non-transitory computer readable medium comprising instructions, which when executed, cause a processor to:
identify a communication process used by a compromised computing device to communicate with a control server providing access to advertising weblinks;
communicate, by a milker bot, a request for an advertising weblink to the control server, wherein the communicating includes using the communication process to mimic the compromised computing device;
receive the requested advertising weblink from the control server, wherein the advertising weblink includes metadata identifying the control server; and
monitor the control server based on the metadata.
9. The non-transitory computer readable medium of claim 8 , wherein the monitoring of the control server includes at least one of determining an internet protocol address of the control server, identifying a MAC address of the control server, or identifying a physical location of the control server.
10. The non-transitory computer readable medium of claim 8 , wherein the instructions, when executed, further cause the processer to identify an encryption process used by the compromised computing device, the milker bot implemented using the encryption process and the communication process.
11. The non-transitory computer readable medium of claim 8 , wherein instructions cause the processor to identify the communication process by:
record an instruction executed by the compromised computing device; and
analyze the recorded instruction to determine if the instruction is associated with the communication process.
12. The non-transitory computer readable medium of claim 8 , wherein instructions cause the processor to identify the communication process by:
execute a binary code associated with the compromised computing device in a controlled computing environment; and
analyze information associated with the execution of the binary code to identify the communication process.
13. The non-transitory computer readable medium of claim 12 , wherein the controlled computing environment is a virtual instance of an operating system including sensors, the sensors to collect the information associated with the execution of the binary code.
14. The non-transitory computer readable medium of claim 8 , wherein instructions cause the processor to identify the communication process by increasing a request rate of the milker bot by running a plurality of milker bots in parallel.
15. An apparatus comprising:
memory;
a processor to identify a communication process used by a compromised computing device to communicate with a control server providing access to advertising weblinks;
a network interface to:
communicate, by a milker bot, a request for an advertising weblink to the control server, wherein the communicating includes using the communication process to mimic the compromised computing device; and
receive the requested advertising weblink from the control server, wherein the advertising weblink includes metadata identifying the control server; and
the processor further to monitor the control server based on the metadata.
16. The apparatus of claim 15 , wherein the processor monitors the control server by at least one of (1) determining an internet protocol address of the control server, (2) identifying a MAC address of the control server, or (3) identifying a physical location of the control server.
17. The apparatus of claim 15 , wherein the processer is further to identify an encryption process used by the compromised computing device, the milker bot implemented using the encryption process and the communication process.
18. The apparatus of claim 15 , wherein the processor is further to:
record an instruction executed by the compromised computing device; and
analyze the recorded instruction to determine if the instruction is associated with the communication process.
19. The apparatus of claim 15 , wherein the processor is further to:
execute a binary code associated with the compromised computing device in a controlled computing environment; and
analyze information associated with the execution of the binary code to identify the communication process.
20. The apparatus of claim 19 , wherein the controlled computing environment is a virtual instance of an operating system including sensors, the sensors to collect the information associated with the execution of the binary code.