Systems and methods for detecting communication channels of bots
View Patent ↗Exemplary systems and methods for detecting a communication channel of a bot. In exemplary embodiments, presence of a communication channel between a first network device and a second network device is detected. Data from the communication channel is scanned and used to determine if a suspected bot communication exists. If a bot communication is detected, then a recovery process may be initiated.
1. A method for detecting a communication channel of a bot, comprising:
detecting presence of a suspected command and control communication channel between a first network device and a second network device, the suspected command and control communication channel having an increased probability of being used for bot communication;
identifying the communication channel of the bot, the communication channel of the bot being a command and control communication channel permitting remote control of all or a portion of the second network device without authorization by a user of the second network device, the identifying comprising:
scanning data flow within the detected suspected command and control communication channel for a bot communication;
determining a first of a plurality of protocols and corresponding ports associated with the data flow; and
determining if a suspected bot communication exists within the data flow by analyzing a response of a virtual machine to the data flow, the virtual machine being configurable with ports corresponding to any of the plurality of protocols including the first protocol associated with the data flow, the virtual machine configured with the corresponding ports associated with the data flow; and
if a suspected bot communication is detected indicating existence of the communication channel of the bot, performing a recovery process.
2. The method of claim 1 wherein detecting presence of the suspected command and control communication channel occurs via a packet level analysis.
3. The method of claim 1 wherein detecting presence of the suspected command and control communication channel occurs via a virtual machine level analysis.
4. The method of claim 1 wherein determining if a suspected bot communication exists comprises detecting if any peer-to-peer (P2P) anomaly communication chains are present.
5. The method of claim 4 wherein the detecting if any peer-to-peer (P2P) anomaly communication chains are present comprises determining if any chain of nodes communicating to non-standard ports exceeds a predetermined threshold.
6. The method of claim 1 where determining if a suspected bot communication exists comprises identifying and scanning at least one network device.
7. The method of claim 1 wherein determining if a suspected bot communication exists comprises identifying an internet relay chat (IRC) channel establishment command.
8. The method of claim 1 wherein determining if a suspected bot communication exists comprises simulating data flow between a replayer and a virtual machine and analyzing a response of the virtual machine.
9. The method of claim 1 wherein determining if a suspected bot communication exists comprises analyzing a response of a virtual machine.
10. The method of claim 1 wherein performing the recovery process comprises providing notification to at least one administrator.
11. The method of claim 1 wherein performing the recovery process comprises assigning color codes for review by an administrator.
12. The method of claim 1 wherein performing the recovery process comprises performing infection propagation analysis on nodes associated with the bot communication.
13. The method of claim 1 wherein performing the recovery process comprises determining an identity of the first network device.
14. The method of claim 1 wherein performing the recovery process comprises redirecting all communications from the first network device to a virtual machine.
15. A system for detecting communication channels of a bot, comprising:
a processor;
a tap configured to access data from a detected suspected command and control communication channel, the detected suspected command and control communication channel having an increased probability of being used for bot communication; and
a bot detector comprising instructions executable by the processor, the bot detector being configured to identify the communication channels of the bot each communication channel of the bot being a command and control communication channel permitting remote control of all or a portion of the second network device without authorization by a user of the second network device, the identifying comprising instructions to:
scan the data from the detected suspected command and control communication channel for bot communication;
determining a first of a plurality of protocols and corresponding ports associated with the data flow; and
determine if the data from the detected suspected command and control communication channel comprises a bot communication by analyzing a response of a virtual machine to the data flow, the virtual machine being configurable with ports corresponding to any of the plurality of protocols including the first protocol associated with the data flow, the virtual machine configured with the corresponding ports associated with the data flow.
16. The system of claim 15 further comprising a router.
17. The system of claim 15 further comprising an interceptor module.
18. The system of claim 15 wherein the bot detector comprises a protocol fingerprint module configured to determine if the data comprises a control and command message.
19. The system of claim 15 wherein the bot detector comprises a port module configured to determine if the data is being sent from a non-standard port.
20. The system of claim 15 wherein the bot detector comprises a heuristic module configured to determine using a virtual machine whether the data comprises a bot communication.
21. A non-transitory computer readable medium having embodied thereon instructions executable by a processor for performing a method operations for detecting communication channels of a bot, comprising:
detecting presence of a suspected command and control communication channel between a first network device and a second network device, the suspected command and control communication channel having an increased probability of being used for bot communication;
identifying the communication channel of the bot the communication channel of the bot being a command and control communication channel permitting remote control of all or a portion of the second network device without authorization by a user of the second network device, the identifying comprising:
scanning data flow within the detected suspected command and control communication channel for a bot communication;
determining a first of a plurality of protocols and corresponding ports associated with the data flow; and
determining if a suspected bot communication exists within the data flow by analyzing a response of a virtual machine to the data flow, the virtual machine being configurable with ports corresponding to any of the plurality of protocols including the first protocol associated with the data flow, the virtual machine configured with the corresponding ports associated with the data flow; and
if a suspected bot communication is detected indicating existence of the communication channel of the bot, performing a recovery process.
22. The method of claim 1 being conducted by a hardware processor within a controller.
23. The method of claim 1 , wherein the first of the plurality of protocols includes transmission control protocol/internet protocol (TCP/IP).
24. A method for detecting a communication channel of a bot, comprising:
detecting presence of a suspected command and control communication channel between a first network device and a second network device, the suspected command and control communication channel having an increased probability of being used for bot communication;
identifying the communication channel of the bot, the communication channel of the bot being a command and control communication channel permitting remote control of all or a portion of the second network device without authorization by a user of the second network device, the identifying comprising:
scanning data flow within the detected suspected command and control communication channel for a bot communication; and
determining if a suspected bot communication exists within the data flow; and
if a suspected bot communication is detected indicating existence of the communication channel of the bot, performing a recovery process, wherein performing a recovery process comprises determining suspicious nodes by identifying nodes that have participated in communications associated with the suspected command and control communication channel.
25. The method of claim 24 , wherein the determining of the suspicious nodes by identifying nodes that have participated in communications associated with the suspected command and control communication channel further comprises identifying nodes that have participated in an internet relay chat (IRC) communication with a potential bot server.
26. The method of claim 24 , wherein the determining of the suspicious nodes by identifying nodes that have participated in communications associated with the suspected command and control communication channel further comprises identifying nodes that have participated in a suspicious P2P network.
27. The method of claim 24 , wherein the determining of the suspicious nodes by identifying nodes that have participated in communications associated with the suspected command and control communication channel further comprises identifying nodes that have made an outbound DNS request for a DNS name associated with a suspected command and control communication channel.
28. A method for detecting a communication channel of a bot, comprising:
detecting presence of a suspected command and control communication channel between a first network device and a second network device, the suspected command and control communication channel having an increased probability of being used for bot communication;
identifying the communication channel of the bot, the communication channel of the bot being a command and control communication channel permitting remote control of all or a portion of the second network device without authorization by a user of the second network device, the identifying comprising:
organizing network data within the detected suspected command and control communication channel into one or more data flows by utilizing protocol implementation information identified by a protocol fingerprint module;
scanning the one or more data flows within the detected suspected command and control communication channel for a bot communication; and
determining if a suspected bot communication exists within the data flow; and
if a suspected bot communication is detected indicating existence of the communication channel of the bot, performing a recovery process.
29. The method of claim 28 , wherein the organizing of the network data within the detected suspected command and control communication channel into one or more data flows by utilizing protocol implementation information identified by a protocol fingerprint module further comprises organizing the network data into one or more internet relay chat (IRC) communication data flows.
30. The method of claim 28 , wherein the organizing of the network data within the detected suspected command and control communication channel into one or more data flows by utilizing protocol implementation information identified by a protocol fingerprint module further comprises organizing the network data into one or more P2P communication data flows.
31. A method for detecting a communication channel of a bot, comprising:
detecting presence of a suspected command and control communication channel between a first network device and a second network device, the suspected command and control communication channel having an increased probability of being used for bot communication;
identifying the communication channel of the bot, the communication channel of the bot being a command and control communication channel permitting remote control of all or a portion of the second network device without authorization by a user of the second network device, the identifying comprising:
scanning data flow within the detected suspected command and control communication channel for a bot communication;
determining protocols and ports associated with the data flow; and
determining if a suspected bot communication exists within the data flow by analyzing a response of a virtual machine configured with the protocols and ports to receive and respond to the data flow;
if a suspected bot communication is detected
indicating existence of the communication channel of the bot; and
performing a recovery process, wherein performing a recovery process comprises determining suspicious nodes by identifying nodes that have participated in communications associated with the suspected command and control communication channel.