Graph analytics and visualization for cyber situational understanding
Disclosed herein are system, method, and computer program product embodiments for creating cyber situational understanding in an operational environment. An embodiment operates by normalizing streaming cyber information for a plurality of cyberspace entities and generating cyber-graphs based on relationships between two or more of the plurality of cyberspace entities. A cyber-threat inquiry of the cyber-graphs returns potential cyber-threats that are subsequently visualized as an overlay on a corresponding operational environment.
1. A computer implemented method comprising:
normalizing, by at least one processor, cyber information received for a plurality of cyberspace entities;
generating, by the at least one processor, cyber-graphs based on relationships between two or more of the plurality of cyberspace entities;
receiving, by the at least one processor, a cyber-threat inquiry of the cyber-graphs;
selecting, based on the cyber-threat inquiry, one or more cyber-graphs that represent impacts on a plurality of functions critical to organization mission operations associated with a plurality of selected IP addresses suspected to be compromised by a cyber-threat actor;
generating, by the at least one processor, a visualization of a result of the cyber-threat inquiry within a corresponding operational environment, wherein the visualization comprises one or more graphical layers rendered over imagery of a corresponding geographical environment; and
wherein at least one of the normalizing, generating, and receiving are performed by one or more computers.
2. The method of claim 1 , further comprising:
aggregating the cyber-graphs into an active knowledge database.
3. The method of claim 2 , the generating the cyber-graphs further comprising:
selecting the cyber-graphs related to the cyber-threat inquiry from the active knowledge database.
4. The method of claim 1 , further comprising:
generating the cyber-threat inquiry by converting a natural language inquiry to a formal query language.
5. The method of claim 1 , further comprising:
receiving location information associated with the plurality of cyberspace entities.
6. The method of claim 5 , further comprising:
filtering the location information associated with the plurality of cyberspace entities to match a location of the corresponding operational environment.
7. The method of claim 1 , the normalizing further comprising:
capturing the cyber information from streaming data.
8. The method of claim 1 , further comprising:
configuring the one or more cyber-graphs as nodes represented by the plurality of cyberspace entities and edges represented by relationships between the plurality of cyberspace entities.
9. The method of claim 8 , further comprising:
configuring the nodes to represent functions critical to the organization mission operations and further linking to nodes configured to represent network services used by the functions.
10. The method of claim 8 , further comprising:
configuring the nodes to represent network services and further linking to nodes configured to represent virtual machines that are depended on by the network services.
11. The method of claim 8 , further comprising:
configuring the nodes to represent network services and further linking to nodes configured to represent deployment platforms that are depended on by those network services.
12. The method of claim 8 , further comprising:
configuring the nodes to represent organizational units and further linking to nodes configured to represent subordinate organizational units.
13. The method of claim 8 , further comprising:
configuring the nodes to represent organizational units and further linking to nodes configured to represent deployment platforms that are contained by the organizational units.
14. The method of claim 8 , further comprising:
configuring the nodes to represent deployment platforms and further linking to nodes configured to represent virtual machines that are managed by the deployment platforms.
15. The method of claim 8 , further comprising:
configuring the nodes to represent virtual machines and further linking to nodes configured to represent unmanaged IP addresses assigned to the virtual machines.
16. The method of claim 8 , further comprising:
configuring the nodes to represent virtual machines and further linking to nodes configured to represent managed IP addresses assigned to the virtual machines.
17. The method of claim 8 , further comprising:
configuring the nodes to represent deployment platforms and further linking to nodes configured to represent unmanaged IP addresses assigned to the deployment platforms.
18. The method of claim 8 , further comprising:
configuring the nodes to represent deployment platforms and further linking to nodes configured to represent managed IP addresses assigned to the deployment platforms.
19. The method of claim 8 , further comprising:
configuring the nodes to represent unmanaged IP addresses and further linking to nodes configured to represent unmanaged IP addresses that receive network flows from the unmanaged IP addresses.
20. The method of claim 8 , further comprising:
configuring the nodes to represent unmanaged IP addresses and further linking to nodes configured to represent managed IP addresses that receive network flows from the unmanaged IP addresses.
21. The method of claim 8 , further comprising:
configuring the nodes to represent managed IP addresses and further linking to nodes configured to represent unmanaged IP addresses that receive network flows from the managed IP addresses.
22. The method of claim 8 , further comprising:
configuring the nodes to represent managed IP addresses and further linking to nodes configured to represent managed IP addresses that receive network flows from the managed IP addresses.
23. The method of claim 8 , further comprising:
configuring the nodes to represent unmanaged IP addresses and further linking to nodes configured to represent cyberattack alerts that are associated with the unmanaged IP addresses.
24. The method of claim 8 , further comprising:
configuring the nodes to represent managed IP addresses and further linking to nodes configured to represent cyberattack alerts that are associated with the managed IP addresses.
25. The method of claim 1 , further comprising:
selecting the one or more cyber-graphs that represent traffic communication for a plurality of the selected IP addresses.
26. The method of claim 1 , further comprising:
selecting the one or more cyber-graphs that represent traffic communication for a plurality of the selected IP addresses suspected to be compromised by the cyber-threat actor.
27. The method of claim 1 , further comprising:
selecting the one or more cyber-graphs that represent the impacts on a plurality of organizational units associated with a plurality of the selected IP addresses suspected to be compromised by the cyber-threat actor.
28. The method of claim 1 , wherein the cyber information includes any of: network infrastructure, security posture, cyber threats, or operational dependencies.
29. The method of claim 1 , wherein the plurality of cyberspace entities are represented as Internet Protocol (IP) addresses for virtual machines.
30. The method of claim 1 , wherein the imagery of the corresponding geographical environment comprises a terrain map selected from satellite imagery.
31. A system, comprising:
a memory; and
at least one processor coupled to the memory and configured to:
normalize cyber information available for a plurality of cyberspace entities;
generate cyber-graphs based on relationships between two or more of the plurality of cyberspace entities;
receive a location-based cyber-threat inquiry of the cyber-graphs;
select, based on the location-based cyber-threat inquiry, one or more cyber-graphs that represent impacts on a plurality of functions critical to organization mission operations associated with a plurality of selected IP addresses suspected to be compromised by a cyber-threat actor;
generate a visualization of a result of the location-based cyber-threat inquiry; and
wherein the visualization comprises one or more graphical layers rendered over imagery of a corresponding geographical environment.
32. The system of claim 31 , the at least one processor further configured to:
aggregate the cyber-graphs into an active knowledge database.
33. The system of claim 32 , the at least one processor further configured to:
select the one or more cyber-graphs related to the location-based cyber-threat inquiry from the active knowledge database.
34. The system of claim 31 , wherein the cyber information includes any of network infrastructure, security posture, cyber threats, or mission dependencies.
35. The system of claim 31 , wherein the plurality of cyberspace entities are represented as Internet Protocol (IP) addresses for virtual machines.
36. The system of claim 31 , wherein the cyber-graphs are configured as nodes represented by the plurality of cyberspace entities and edges represented by the relationships.
37. A non-transitory computer-readable device having instructions stored thereon that, when executed by at least one computing device, cause the at least one computing device to perform operations comprising:
receiving cyber information for a plurality of cyberspace assets;
generating cyber-graphs based on relationships between the plurality of cyberspace assets;
receiving a cyber-threat inquiry of the cyber-graphs;
selecting, based on the cyber-threat inquiry, one or more cyber-graphs that represent impacts on a plurality of functions critical to organization mission operations associated with a plurality of selected IP addresses suspected to be compromised by a cyber-threat actor;
generating a visualization of a result of the cyber-threat inquiry, wherein the visualization comprises one or more graphical layers rendered over imagery of a corresponding geographical environment; and
wherein the one or more graphical layers include a graph of the plurality of cyberspace assets and the relationships between the plurality of cyberspace assets.
38. The system of claim 31 , wherein the imagery of the corresponding geographical environment comprises a terrain map selected from satellite imagery.