Method, product, and system for generating a software representation that embodies network configuration and policy data of a computer network for use in security management
Disclosed is an approach for generating a software representation that embodies network configuration and policy data of a computer network for use in security management. The software representation comprises a state machine where different states can be reached using respective transitions or properties which are possible as determined based on the network configuration and network 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 with various inputs 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 by:
receiving the network configuration data and the network policy data;
identifying a plurality of relationships between objects or entities represented in the network configuration data or the network policy data; and
generating a plurality of functions based on the plurality of relationships, wherein at least some of the plurality of functions include one or more function calls selectable based on an input, at least one of the entities is identified for protection and associated with a crash statement, and the software representation is configured to be stimulated with inputs to identify a sequence of state-to-state transitions that cause execution of the crash statement.
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 the objects comprise one or more entities and the entities comprise any of the following: computing devices, users, domains, group policy objects (GPOs), key vaults, subscriptions, tenants, resource groups, applications, virtual machines (VMs), groups, or organizational units (OUs).
6 . The method of claim 1 , wherein the plurality of relationships comprise access rights or properties that a respective entity can use to interact with another entity.
7 . The method of claim 1 , wherein the plurality of relationships are represented by respective state-transition-state tuples.
8 . The method of claim 7 , wherein a state-transition-state tuple represents a relationship of the plurality relationships and corresponds to a condition, and a function of the plurality of functions includes the condition as a prerequisite to executing a corresponding function call.
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 by:
receiving the network configuration data and the network policy data;
identifying a plurality of relationships between objects or entities represented in the network configuration data or the network policy data; and
generating a plurality of functions based on the plurality of relationships, wherein at least some of the plurality of functions include one or more function calls selectable based on an input, at least one of the entities is identified for protection and associated with a crash statement, and the software representation is configured to be stimulated with inputs to identify a sequence of state-to-state transitions that cause execution of the crash statement.
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 the objects comprise one or more entities and the entities comprise any of the following: computing devices, users, domains, group policy objects (GPOs), key vaults, subscriptions, tenants, resource groups, applications, virtual machines (VMs), groups, or organizational units (OUs).
14 . The computer readable medium of claim 9 , wherein the plurality of relationships comprise access rights or properties that a respective entity can use to interact with another entity.
15 . The computer readable medium of claim 9 , wherein the plurality of relationships are represented by respective state-transition-state tuples.
16 . The computer readable medium of claim 15 , wherein a state-transition-state tuple represents a relationship of the plurality relationships and corresponds to a condition, and a function of the plurality of functions includes the condition as a prerequisite to executing a corresponding function call.
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 by:
receiving the network configuration data and the network policy data;
identifying a plurality of relationships between objects or entities represented in the network configuration data or the network policy data; and
generating a plurality of functions based on the plurality of relationships, wherein at least some of the plurality of functions include one or more function calls selectable based on an input, at least one of the entities is identified for protection and associated with a crash statement, and the software representation is configured to be stimulated with inputs to identify a sequence of state-to-state transitions that cause execution of the crash statement.
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 the objects comprise one or more entities and the entities comprise any of the following: computing devices, users, domains, group policy objects (GPOs), key vaults, subscriptions, tenants, resource groups, applications, virtual machines (VMs), groups, or organizational units (OUs).
22 . The computing system of claim 17 , wherein the plurality of relationships comprise access rights or properties that a respective entity can use to interact with another entity.
23 . The computing system of claim 17 , wherein the plurality of relationships are represented by respective state-transition-state tuples.
24 . The computing system of claim 23 , wherein a state-transition-state tuple represents a relationship of the plurality relationships and corresponds to a condition, and a function of the plurality of functions includes the condition as a prerequisite to executing a corresponding function call.