Method, product, and system for network security management using software representation that embodies network configuration and policy data
Disclosed is an approach for network security management using software representation that embodies network configuration and policy data. In some embodiments, the approach includes a process to generate a software representation of what is possible based on a network configuration and policy data. The software representation comprises a state machine where different states can be reached using respective transitions or properties why are possible as determined based on the network configuration and policy data. The states correspond to respective entities on the network which may comprise resources that are identifiable for protection. The software representation can then be stimulated to identify sequences of state-to-state transitions which may in turn be processed to generate corresponding detection signatures for use in monitoring the network.
1. A method comprising:
identifying network configuration data and network policy data for a computer network;
generating a software representation of the computer network based on the network configuration data and network policy data, wherein crash statements are inserted into the software representation to identify states that represent a protected resource;
analyzing the software representation to identify possible attack paths in the computer network using inputs generated by a fuzzer, and wherein the possible attach paths are identified at least by executing at least one of the crash statements inserted into the software representation in response to the inputs generated by the fuzzer; and
monitoring the computer network using detection signatures that detect traversal of at least a subset of one or more attack paths.
2. The method of claim 1 , wherein the network configuration data specifies access rights allocated to respective groups and the network policy data specifies 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 the software representation comprises a source code representation or an executable compiled from the source code representation and encapsulates a bitmap representing a plurality of states and transitions between states.
5. The method of claim 1 , wherein analyzing the software representation to identify possible attack paths in the computer network comprises stimulating the software representation using a plurality of inputs to identify sets of one or more state changes that reach a target state from a starting state, and an attack path comprises at least a sequence of state changes.
6. The method of claim 1 , wherein respective crash statements are associated with a corresponding state that represents a protected resource and the respective crash statements are executed when the corresponding state that represents the protected resource is reached.
7. The method of claim 1 , wherein a detection signature comprises one or more atomic rules that detect an occurrence that satisfies the one or more atomic rules on the computing network.
8. The method of claim 1 , wherein monitoring the computer network using detection signatures that detect traversal of at least a subset of one or more attack paths comprises processing a triggering event received in response to a detection signature detecting an occurrence that satisfies one or more atomic rules by applying a second set of rules to the triggering event to determine whether to generate an alert.
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 network configuration data and network policy data for a computer network;
generating a software representation of the computer network based on the network configuration data and network policy data, wherein crash statements are inserted into the software representation to identify states that represent a protected resource;
analyzing the software representation to identify possible attack paths in the computer network using inputs generated by a fuzzer, and wherein the possible attach paths are identified at least by executing at least one of the crash statements inserted into the software representation in response to the inputs generated by the fuzzer; and
monitoring the computer network using detection signatures that detect traversal of at least a subset of one or more attack paths.
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 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 the software representation comprises a source code representation or an executable compiled from the source code representation and encapsulates a bitmap representing a plurality of states and transitions between states.
13. The computer readable medium of claim 9 , wherein analyzing the software representation to identify possible attack paths in the computer network comprises stimulating the software representation using a plurality of inputs to identify sets of one or more state changes that reach a target state from a starting state, and an attack path comprises at least a sequence of state changes.
14. The computer readable medium of claim 9 , wherein respective crash statements are associated with a corresponding state that represents a protected resource and the respective crash statements are executed when the corresponding state that represents the protected resource is reached.
15. The computer readable medium of claim 9 , wherein a detection signature comprises one or more atomic rules that detect an occurrence that satisfies the one or more atomic rules on the computing network.
16. The computer readable medium of claim 9 , wherein monitoring the computer network using detection signatures that detect traversal of at least a subset of one or more attack paths comprises processing a triggering event received in response to a detection signature detecting an occurrence that satisfies one or more atomic rules by applying a second set of rules to the triggering event to determine whether to generate an alert.
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 network configuration data and network policy data for a computer network;
generating a software representation of the computer network based on the network configuration data and network policy data, wherein crash statements are inserted into the software representation to identify states that represent a protected resource;
analyzing the software representation to identify possible attack paths in the computer network using inputs generated by a fuzzer, and wherein the possible attach paths are identified at least by executing at least one of the crash statements inserted into the software representation in response to the inputs generated by the fuzzer; and
monitoring the computer network using detection signatures that detect traversal of at least a subset of one or more attack paths.
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 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 the software representation comprises a source code representation or an executable compiled from the source code representation and encapsulates a bitmap representing a plurality of states and transitions between states.
21. The computing system of claim 17 , wherein analyzing the software representation to identify possible attack paths in the computer network comprises stimulating the software representation using a plurality of inputs to identify sets of one or more state changes that reach a target state from a starting state, and an attack path comprises at least a sequence of state changes.
22. The computing system of claim 17 , wherein respective crash statements are associated with a corresponding state that represents a protected resource and the respective crash statements are executed when the corresponding state that represents the protected resource is reached.
23. The computing system of claim 17 , wherein a detection signature comprises one or more atomic rules that detect an occurrence that satisfies the one or more atomic rules on the computing network.
24. The computing system of claim 17 , wherein monitoring the computer network using detection signatures that detect traversal of at least a subset of one or more attack paths comprises processing a triggering event received in response to a detection signature detecting an occurrence that satisfies one or more atomic rules by applying a second set of rules to the triggering event to determine whether to generate an alert.