Command and control steganographic communications detection engine
A network security computing system includes a steganographic communications analysis engine monitoring incoming and outgoing messages on a secure computing network. The steganographic communications analysis engine identifies a pattern of file transfers between a first computing device on the secure computing network and an internal or external message recipient. When a pattern is identified, the steganographic communications analysis engine quarantines an associated computing device from the secure network. The steganographic communications analysis engine analyzes files transferred between the computing device and the recipient for indications of steganographic information and causes display, based on an identified indication of steganography, an indication that the computing device had been compromised by command and control malware.
1. A method comprising:
monitoring, by a steganographic communications analysis engine, a plurality of incoming and outgoing messages on a secure network;
identifying, by the steganographic communications analysis engine based on a knowledge base comprising patterns identified via use of a simulated command and control server, a pattern of file transfers pulling and posting images between a computing device on the secure network and a common group of image hosting websites, wherein the pattern comprises pulling and retrieving a same file multiple times;
quarantining, based on an identified pattern of file transfers matching a simulated pattern identified via the simulated command and control server operation, the computing device from the secure network;
analyzing, by the steganographic communications analysis engine, at least one file transferred between the computing device and the common group of image hosting websites for an indication of steganography; and
causing display, by the steganographic communications analysis engine based on the indication of steganography, an indication that the computing device had been compromised by command and control malware.
2. The method of claim 1 , wherein quarantining the computing device from the secure network comprises disabling incoming and outgoing communications from the computing device.
3. The method of claim 1 , wherein the plurality of incoming and outgoing messages comprises a plurality of image file transfers.
4. The method of claim 1 , wherein the indication that the computing device had been compromised by command and control malware comprises an alert comprises an electronic message comprising an indication of the quarantined computing device, information corresponding to the identified pattern of file transfers and a link to an image file and information corresponding to identified stenographic encoded information.
5. The method of claim 1 , further comprising disabling, by the steganographic communications analysis engine, network access to the common group of image hosting websites.
6. The method of claim 1 , wherein the common group of image hosting websites comprises an internet website.
7. The method of claim 1 , wherein the common group of image hosting websites comprises a second computing device on the secure network.
8. An apparatus comprising:
a processor; and
non-transitory memory storing instructions that, when executed by the processor, causes the apparatus to:
monitor a plurality of incoming and outgoing messages on a secure network;
identify, based on a knowledge base comprising patterns identified via use of a simulated command and control server, a pattern of file transfers between a computing device on the secure network and a common group of image hosting websites, wherein the pattern comprises pulling and retrieving a same file multiple times;
quarantine, based on an identified pattern of file transfers, the computing device from the secure network;
analyze at least one file transferred between the computing device and the common group of image hosting websites for an indication of steganography; and
cause display, based on the indication of steganography, an indication that the computing device had been compromised by command and control malware.
9. The apparatus of claim 8 , wherein the instructions, when executed by the processor, that cause the apparatus to quarantine the computing device from the secure network further cause the apparatus to disable incoming and outgoing communications from the computing device.
10. The apparatus of claim 8 , wherein the plurality of incoming and outgoing messages comprises a plurality of image file transfers.
11. The apparatus of claim 8 , wherein the indication that the computing device had been compromised by command and control malware comprises an alert comprises an electronic message comprising an indication of the quarantined computing device, information corresponding to the identified pattern of file transfers and a link to an image file and information corresponding to identified stenographic encoded information.
12. The apparatus of claim 8 , wherein the instructions, when executed by the processor, further cause the apparatus to disable network access to the simulated command and control server.
13. The apparatus of claim 8 , wherein the simulated command and control server comprises an internet website.
14. The apparatus of claim 8 , wherein the simulated command and control server comprises a second computing device on the secure network.
15. The apparatus of claim 8 , wherein the computing device and the simulated command and control server are simulations of a compromised network in a testing environment.
16. A system comprising:
a first computing device communicatively coupled to a network; and
a second computing device comprising:
a processor; and
non-transitory memory storing instructions that, when executed by the processor, causes the second computing device to:
monitor a plurality of incoming and outgoing messages on a secure network;
identify a pattern of file transfers between the first computing device on the secure network and a common group of image hosting web sites, wherein the pattern comprises a pattern of pulling and retrieving a same file multiple times and wherein the pattern is identified via simulations of a simulated command and control server environment;
quarantine, based on an identified pattern of file transfers, the first computing device from the secure network;
analyze at least one file transferred between the first computing device and the simulated command and control server environment for an indication of steganography; and
cause display, based on the indication of steganography, an indication that the first computing device had been compromised by command and control malware.
17. The system of claim 16 , wherein the instructions, when executed by the processor, that cause the second computing device to quarantine the computing device from the secure network further cause the second computing device to disable incoming and outgoing communications from the computing device.
18. The system of claim 16 , wherein the plurality of incoming and outgoing messages comprises a plurality of image file transfers.
19. The system of claim 16 , wherein the indication that the computing device had been compromised by command and control malware comprises an alert that comprises an electronic message comprising an indication of the first computing device, information corresponding to the identified pattern of file transfers and a link to an image file and information corresponding to identified stenographic encoded information.
20. The system of claim 16 , wherein the compromised computing device and the simulated command and control server environment are simulations in a testing environment.