System and method for identifying malicious hosts prior to commencement of a cyber-attack
According to one embodiment, host infrastructure analysis logic that attempts to detect a malicious host operating within a network prior to a cyber-attack being conducted by the malicious host is described. The host infrastructure analysis logic includes querying logic, profile confirmation logic, classification logic and reporting logic. The querying logic retrieves salient characteristics associated with a plurality of hosts operating within the network and determines whether any hosts are suspicious. The profile confirmation logic, if a suspicious host is detected, establishes communications with that suspicious host to retrieve additional context information. The classification logic, based on the retrieved information, determines whether the suspicious host is malicious, prior to and without reliance on information associated with a cyber-attack being conducted by that host. The reporting logic outputs analytic results identifying at least the suspicious host is operating as a malicious host.
1. A non-transitory storage medium including logic that, upon execution by a processor, perform operations in an attempt to detect a malicious host operating within a network prior to a cyber-attack being conducted by the malicious host, comprising:
querying logic to (i) retrieve profile information associated with each host of a plurality of hosts operating within the network and (ii) generate a query message to each host of the plurality of host based on characteristics included as part of the retrieved profile information pertaining to the host where each query message is intended to solicit a return of salient characteristics associated with an infrastructure of the host for use in determining whether the host is suspicious based on a change of the infrastructure of the host including a change in components installed within the host;
profile confirmation logic, in response to the querying logic determining the host of the plurality of hosts is suspicious, to establish communications with the host and retrieve additional context information associated with the infrastructure of the host from the host;
classification logic, based at least on the salient characteristics retrieved by the query logic and the additional context information retrieved by the profile confirmation logic, to determine whether the host is operating as a malicious host prior to and without reliance on information associated with a cyber-attack being conducted by the host; and
reporting logic to output analytic results identifying the host is operating as a malicious host.
2. The non-transitory storage medium of claim 1 , wherein the salient characteristics constitute one or more characteristics that are correlated, either individually or in an aggregate, to infrastructure of a known malicious host and are relied upon in determining whether the host is suspicious.
3. The non-transitory storage medium of claim 2 , wherein the salient characteristics include a host identifier and one or more architectural characteristics being information related to an infrastructure of the host, the infrastructure including information associated with hardware installed on the host and types of software installed on the host.
4. The non-transitory storage medium of claim 3 , wherein the one or more architectural characteristics include information associated with a type and version of software installed on or constituting the host.
5. The non-transitory storage medium of claim 2 , wherein the salient characteristics include a host identifier and one or more operational characteristics being information related to attributes of the host.
6. The non-transitory storage medium of claim 5 , wherein the one or more operational characteristics include information associated with the attributes of the host including Hypertext Markup Language (HTML) elements associated with a HTML web page.
7. The non-transitory storage medium of claim 1 , wherein the salient characteristics are retrieved from one or more scan data sources that search the network for hosts connected to the network and gathers information associated with the hosts.
8. The non-transitory storage medium of claim 7 , wherein the querying logic is configured to select the salient characteristics to be retrieved from the one or more data sources based on one or more profiles identifying characteristics associated with known malicious hosts so that a presence of certain salient characteristics as detected by the querying logic identifies the host as suspicious.
9. The non-transitory storage medium of claim 8 , wherein the profile confirmation logic, when executed by the processor, is configured to select a type of the context information to be retrieved from the host based on one or more confirmation techniques identifying messages and an ordering of the messages to be sent to the host in order to retrieve the context information.
10. The non-transitory storage medium of claim 1 , wherein the classification logic, when executed by the processor, to determine whether the host is operating as a malicious host based on the context information and the salient characteristics.
11. A host infrastructure analysis system, comprising:
querying logic configured to (i) retrieve profile information associated with each host of a plurality of hosts operating within the network and (ii) generate a query message to each host of the plurality of hosts based on characteristics included as part of the retrieved profile information pertaining to the host, wherein each query message is intended to solicit a return of salient characteristics associated with an infrastructure of at least one host to identify a change in the infrastructure of the at least one host that includes a change in components installed within the at least one host;
profile confirmation logic that is configured, in response to the querying logic determining that at least one host of the plurality of hosts is suspicious, to establish communications with the at least one host and retrieve additional context information from the at least one host;
classification logic that is configured, based at least on the salient characteristics and the context information, to determine whether the at least one host is operating as a malicious host prior to and without reliance on information associated with a cyber-attack being conducted by the at least one host.
12. A computerized method for detecting a malicious host operating within a network prior to a cyber-attack being conducted by the malicious host, comprising:
retrieving profile information associated with each host of a plurality of hosts operating within the network;
generating a query message to each host of the plurality of hosts based on characteristics included as part of the retrieved profile information pertaining to the host, wherein each query message is intended to solicit a return of salient characteristics associated with an infrastructure of the host and is based on characteristics included as part of the retrieved profile information pertaining to the host;
determining whether any host of the plurality of hosts is suspicious based at least on the retrieved salient characteristics, wherein the salient characteristics associated with at least one host of the plurality of hosts identify a change in the infrastructure of the at least one host;
responsive to determining that the at least one host of the plurality of hosts is suspicious, establishing communications with the at least one host and retrieving context information from the at least one host;
determining, based at least on the context information and the salient characteristics, whether the at least one host is operating as a malicious host prior to and without reliance on information associated with a cyber-attack being conducted by the at least one host; and
reporting analytic results produced during the determining whether the at least one host is operating as the malicious host by at least identifying the at least one host is operating as a malicious host.
13. The method of claim 12 , wherein the salient characteristics constitute one or more characteristics that are correlated, either individually or in an aggregate, to infrastructure of a known malicious host and are relied upon in determining whether the at least one host is suspicious.
14. The method of claim 13 , wherein the salient characteristics include a host identifier and one or more architectural characteristics being information related to an infrastructure of the at least one host.
15. The method of claim 14 , wherein the one or more architectural characteristics include information associated with a type and version of software installed on or constituting the at least one host.
16. The method of claim 13 , wherein the salient characteristics include a host identifier and one or more operational characteristics being information related to attributes of the at least one host.
17. The method of claim 16 , wherein the one or more operational characteristics include information associated with the attributes of the at least one host including authentication keying information, characteristics associated with a communication protocol followed by the host, wherein the communication protocol corresponds to a Hypertext Transfer Protocol (HTTP).
18. The method of claim 13 , wherein the salient characteristics are retrieved from one or more scan data sources that search the network for hosts connected to the network and gathers information associated with the hosts.
19. The method of claim 18 , wherein the querying logic is configured to select the salient characteristics to be retrieved from the one or more data sources based on one or more profiles identifying characteristics associated with known malicious hosts so that a presence of certain salient characteristics as detected by the querying logic identifies the at least one host as suspicious.
20. The method of claim 19 , wherein the profile confirmation logic is configured to select a type of the context information to be retrieved from the at least one host based on one or more confirmation techniques identifying messages and an ordering of the messages to be sent to the at least one host in order to retrieve the context information.
21. The method of claim 12 , wherein the determining whether the at least one host is operating as a malicious host is based on the context information and the salient characteristics.