System and method for generating a security graph in a cloud computing environment
A cybersecurity system provides the ability to detect security risks in a cross-platform cloud solution. A unified data schema is used to abstract resources, principals and others across multiple platforms. A security graph is generated to present a unified view of cloud environments, which are then easily queried using the structure of the data schema. The solution allows a compact representation of cloud environments, which is scalable and multi-layered. Various enrichments may be added to the security graph, which are generated for example based on policies, and inspection of workloads in the cloud environment. The security graph allows for representation of production environments, staging environments, as well as code for deploying workloads in the cloud environment. Thus the solution is also able to present a complete picture of a user's entire cloud environment.
1 . A method for detecting attack paths, comprising:
generating an exposure path between a workload in a cloud computing environment deployed on a cloud computing infrastructure and an external network;
inspecting the workload for a vulnerability;
detecting the vulnerability on the workload;
generating a representation of the cloud computing environment in a security database, the representation including a representation of the workload and a representation of the vulnerability; and
applying a plurality of queries on the representation of the cloud computing environment, each query corresponding to a potential cybersecurity attack on the workload based on the exposure path.
2 . The method of claim 1 , further comprising:
detecting the vulnerability based on a cybersecurity object.
3 . The method of claim 1 , further comprising:
detecting a software on the workload, the software having a software version;
determining that the software version is an outdated software version; and
detecting the vulnerability based on the outdated software version.
4 . The method of claim 1 , further comprising:
detecting a cybersecurity risk on the workload.
5 . The method of claim 1 , further comprising:
detecting a permission associated with a storage; and
detecting the vulnerability further based on the permission.
6 . The method of claim 1 , further comprising:
detecting a first virtualization associated with the workload; and
detecting a second virtualization nested within the first virtualization.
7 . The method of claim 1 , further comprising:
applying the query with a filter, the filter indicating a severity associated with the vulnerability.
8 . The method of claim 1 , further comprising:
applying the query with a filter, the filter indicating a cybersecurity finding.
9 . The method of claim 1 , further comprising:
detecting a secret on the workload; and
detecting the vulnerability further based on the detected secret.
10 . The method of claim 1 , further comprising:
detecting a policy in the computing environment; and
applying the query further based on the policy.
11 . A non-transitory computer-readable medium storing a set of instructions for detecting attack paths, the set of instructions comprising:
one or more instructions that, when executed by one or more processors of a device, cause the device to:
generate an exposure path between a workload in a cloud computing environment deployed on a cloud computing infrastructure and an external network;
inspect the workload for a vulnerability;
detect the vulnerability on the workload;
generate a representation of the cloud computing environment in a security database, the representation including a representation of the workload and a representation of the vulnerability; and
apply a plurality of queries on the representation of the cloud computing environment, each query corresponding to a potential cybersecurity attack on the workload based on the exposure path.
12 . A system detecting attack paths comprising:
a processing circuitry;
a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to:
generate an exposure path between a workload in a cloud computing environment deployed on a cloud computing infrastructure and an external network;
inspect the workload for a vulnerability;
detect the vulnerability on the workload;
generate a representation of the cloud computing environment in a security database, the representation including a representation of the workload and a representation of the vulnerability; and
apply a plurality of queries on the representation of the cloud computing environment, each query corresponding to a potential cybersecurity attack on the workload based on the exposure path.
13 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
detect the vulnerability based on a cybersecurity object.
14 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
detect a software on the workload, the software having a software version;
determine that the software version is an outdated software version; and
detect the vulnerability based on the outdated software version.
15 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
detect a cybersecurity risk on the workload.
16 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
detect a permission associated with a storage; and
detect the vulnerability further based on the permission.
17 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
detect a first virtualization associated with the workload; and
detect a second virtualization nested within the first virtualization.
18 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
apply the query with a filter, the filter indicating a severity associated with the vulnerability.
19 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
apply the query with a filter, the filter indicating a cybersecurity finding.
20 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
detect a secret on the workload; and
detect the vulnerability further based on the detected secret.
21 . The system of claim 12 , wherein the memory contains further instructions which when executed by the processing circuitry further configure the system to:
detect a policy in the computing environment; and
apply the query further based on the policy.