Method, product, and system for generating detection signatures based on attack paths in a computer network identified using a software representation that embodies network configuration and policy data for security management using detection signature templates
Disclosed is an approach for generating detection signatures based on analysis of a software representation of what is possible in a computer network based on network configuration data and network policy data. In some embodiments, the process includes maintaining a plurality of detection signature templates, generation of detection signatures (detection signature instances) using respective detection signature templates that are selected based on the analysis of the software representation. In some embodiments, detection signatures templates are of different type and may be deployed at different locations based on their respective type(s), such as at source, destination.
1. A method comprising:
identifying a plurality of candidate triggers selected for implementation as detection signatures, wherein the plurality of candidate triggers correspond to state-to-state transitions identified by analyzing a software representation of a computer network, the software representation represents actions that can be taken on the computer network, and the software representation of the computer network was generated based on network configuration data and network policy data that specify access rights; and
processing one or more candidate triggers of the plurality of candidate triggers to generate detection signature instances, wherein each of the one or more candidate triggers are processed by:
selecting a respective candidate trigger of the one or more candidate triggers;
identifying a corresponding detection signature template;
duplicating the corresponding detection signature template; and
modifying the duplicate detection signature template to form a respective detection signature.
2. The method of claim 1 , wherein the network configuration data specifies access rights allocated to respective groups and the network policy data specifies comprises a set of access rights for group members to access network resources.
3. The method of claim 1 , wherein the software representation comprises a source code representation or an executable compiled from the source code representation and represents a plurality of states and transitions between states.
4. The method of claim 1 , wherein at least one detection signature corresponding to an individual candidate trigger comprises a first detection signature instance for deployment at a first location, a second detection signature instance corresponding to the same individual candidate trigger comprises a second detection signature instance for deployment at a second location, and the first detection signature instance is different from the second detection signature instance.
5. The method of claim 1 , wherein the respective detection signature corresponding to an individual candidate trigger comprises a first set of conditions and a second set of conditions, wherein satisfaction of either the first set of conditions or the second set of conditions triggers output of a corresponding message.
6. The method of claim 5 , wherein the corresponding message for the first set of conditions is different from the corresponding message for the second set of conditions.
7. The method of claim 5 , wherein the first set of conditions are to be evaluated at a first location and the second set of conditions are to be evaluated at a second location different from the first location.
8. The method of claim 7 , wherein the first and second locations comprise two or more of on a network, at a source, at a destination or endpoint, or at an authentication service.
9. A non-transitory computer readable medium having stored thereon a set of instructions, the set of instructions, when executed by a processor, causing a set of acts comprising:
identifying a plurality of candidate triggers selected for implementation as detection signatures, wherein the plurality of candidate triggers correspond to state-to-state transitions identified by analyzing a software representation of a computer network, the software representation represents actions that can be taken on the computer network, and the software representation of the computer network was generated based on network configuration data and network policy data that specify access rights; and
processing one or more candidate triggers of the plurality of candidate triggers to generate detection signature instances, wherein each of the one or more candidate triggers are processed by:
selecting a respective candidate trigger of the one or more candidate triggers;
identifying a corresponding detection signature template;
duplicating the corresponding detection signature template; and
modifying the duplicate detection signature template to form a respective detection signature.
10. The computer readable medium of claim 9 , wherein the network configuration data specifies access rights allocated to respective groups and the network policy data specifies comprises a set of access rights for group members to access network resources.
11. The computer readable medium of claim 9 , wherein the software representation comprises a source code representation or an executable compiled from the source code representation and represents a plurality of states and transitions between states.
12. The computer readable medium of claim 9 , wherein at least one detection signature corresponding to an individual candidate trigger comprises a first detection signature instance for deployment at a first location, a second detection signature instance corresponding to the same individual candidate trigger comprises a second detection signature instance for deployment at a second location, and the first detection signature instance is different from the second detection signature instance.
13. The computer readable medium of claim 9 , wherein the respective detection signature corresponding to an individual candidate trigger comprises a first set of conditions and a second set of conditions, wherein satisfaction of either the first set of conditions or the second set of conditions triggers output of a corresponding message.
14. The computer readable medium of claim 13 , wherein the corresponding message for the first set of conditions is different from the corresponding message for the second set of conditions.
15. The computer readable medium of claim 13 , wherein the first set of conditions are to be evaluated at a first location and the second set of conditions are to be evaluated at a second location different from the first location.
16. The computer readable medium of claim 15 , wherein the first and second locations comprise two or more of on a network, at a source, at a destination or endpoint, or at an authentication service.
17. A computing system comprising:
a memory storing a set of instructions; and
a processor to execute the set of instructions to perform a set of acts comprising:
identifying a plurality of candidate triggers selected for implementation as detection signatures, wherein the plurality of candidate triggers correspond to state-to-state transitions identified by analyzing a software representation of a computer network, the software representation represents actions that can be taken on the computer network, and the software representation of the computer network was generated based on network configuration data and network policy data that specify access rights; and
processing one or more candidate triggers of the plurality of candidate triggers to generate detection signature instances, wherein each of the one or more candidate triggers are processed by:
selecting a respective candidate trigger of the one or more candidate triggers;
identifying a corresponding detection signature template;
duplicating the corresponding detection signature template; and
modifying the duplicate detection signature template to form a respective detection signature.
18. The computing system of claim 17 , wherein the network configuration data specifies access rights allocated to respective groups and the network policy data specifies comprises a set of access rights for group members to access network resources.
19. The computing system of claim 17 , wherein the software representation comprises a source code representation or an executable compiled from the source code representation and represents a plurality of states and transitions between states.
20. The computing system of claim 17 , wherein at least one detection signature corresponding to an individual candidate trigger comprises a first detection signature instance for deployment at a first location, a second detection signature instance corresponding to the same individual candidate trigger comprises a second detection signature instance for deployment at a second location, and the first detection signature instance is different from the second detection signature instance.
21. The computing system of claim 17 , wherein the respective detection signature corresponding to an individual candidate trigger comprises a first set of conditions and a second set of conditions, wherein satisfaction of either the first set of conditions or the second set of conditions triggers output of a corresponding message.
22. The computing system of claim 21 , wherein the corresponding message for the first set of conditions is different from the corresponding message for the second set of conditions.
23. The computing system of claim 21 , wherein the first set of conditions are to be evaluated at a first location and the second set of conditions are to be evaluated at a second location different from the first location.
24. The computing system of claim 23 , wherein the first and second locations comprise two or more of on a network, at a source, at a destination or endpoint, or at an authentication service.