Security policy generation using container metadata
Methods, systems, and media for producing a firewall rule set are provided herein. Exemplary methods may include: receiving metadata about a deployed container from a container orchestration layer; determining an application or service associated with the container from the received metadata; retrieving at least one model using the determined application or service, the at least one model identifying expected network communications behavior of the container; and generating a high-level declarative security policy associated with the container using the at least one model, the high-level declarative security policy indicating at least an application or service with which the container can communicate.
1. A method for security in a container-based virtualization environment comprising:
receiving metadata about a deployed container from a container orchestration layer, the metadata including an image type of the deployed container, the deployed container being deployed in a hardware server;
determining an application or service performed by the deployed container from the received metadata;
retrieving at least one model using the determined application or service, the at least one model identifying expected network communications behavior of the deployed container;
generating a high-level declarative security policy associated with the deployed container using the at least one model, the high-level declarative security policy indicating at least an application or service with which the deployed container communicates; and
launching a compiler, the compiler producing a low-level firewall rule set using the high-level declarative security policy, the low-level firewall rule set being provided to an enforcement point, the enforcement point applying the low-level firewall rule set to data network traffic.
2. The method of claim 1 , in which the metadata is received from the container orchestration layer using at least an application programming interface (API).
3. The method of claim 1 , in which:
the metadata further includes at least one of an image name, service name, ports, and other tags and/or labels associated with the deployed container; and
the at least one of the image name, service name, ports, and other tags and/or labels is associated with the determined application or service.
4. The method of claim 1 , in which the determining the application or service includes:
identifying the determined application or service using the image type.
5. The method of claim 1 , in which the deployed container is at least one of: a Docker container and a Rocket (rkt) container.
6. The method of claim 5 , in which the container orchestration layer is at least one of: Docker Swarm, Kubernetes, Diego, and Mesos.
7. The method of claim 1 , in which the determined application or service is at least one of: a database, email server, message queue, web server, Session Initiation Protocol (SIP) server, file server, object-based storage, naming system, storage networking, and directory.
8. The method of claim 1 further comprising:
determining a potential violation of the high-level declarative security policy using the low-level firewall rule set; and
performing at least one of: sending an alert, dropping communications associated with the potential violation, and forwarding communications associated with the potential violation.
9. A system for security in a container-based virtualization environment comprising:
a hardware processor; and
a memory coupled to the hardware processor, the memory storing instructions which are executable by the hardware processor to perform a method comprising:
receiving metadata about a deployed container from a container orchestration layer, the metadata including an image type of the deployed container, the deployed container being deployed in a hardware server;
determining an application or service performed by the deployed container from the received metadata;
retrieving at least one model using the determined application or service, the at least one model identifying expected network communications behavior of the deployed container;
generating a high-level declarative security policy associated with the deployed container using the at least one model, the high-level declarative security policy indicating at least an application or service with which the deployed container communicates; and
launching a compiler, the compiler producing a low-level firewall rule set using the high-level declarative security policy, the low-level firewall rule set being provided to an enforcement point, the enforcement point applying the low-level firewall rule set to data network traffic.
10. The system of claim 9 , wherein the metadata is received from the container orchestration layer using at least an application programming interface (API).
11. The system of claim 9 , in which:
the metadata further includes at least one of an image name, service name, ports, and other tags and/or labels associated with the deployed container; and
the at least one of the image name, service name, ports, and other tags and/or labels is associated with the determined application or service.
12. The system of claim 9 , in which the determining the application or service includes:
identifying the determined application or service using the image type.
13. The system of claim 9 , in which the deployed container is at least one of: a Docker container and a Rocket (rkt) container.
14. The system of claim 13 , in which the container orchestration layer is at least one of: Docker Swarm, Kubernetes, Diego, and Mesos.
15. The system of claim 9 , in which the determined application or service is at least one of: a database, email server, message queue, web server, Session Initiation Protocol (SIP) server, file server, object-based storage, naming system, storage networking, and directory.
16. The system of claim 9 , in which the method further comprises:
determining a potential violation of the high-level declarative security policy using the low-level firewall rule set; and
performing at least one of: sending an alert, dropping communications associated with the potential violation, and forwarding communications associated with the potential violation.
17. A non-transitory computer-readable storage medium having embodied thereon a program, the program being executable by a processor to perform a method for security in a container-based virtualization environment, the method comprising:
receiving metadata about a deployed container from a container orchestration layer, the metadata including an image type of the deployed container, the deployed container being deployed in a hardware server;
determining an application or service performed by the deployed container from the received metadata;
retrieving at least one model using the determined application or service, the at least one model identifying expected network communications behavior of the deployed container;
generating a high-level declarative security policy associated with the deployed container using the at least one model, the high-level declarative security policy indicating at least an application or service with which the deployed container communicates; and
launching a compiler, the compiler producing a low-level firewall rule set using the high-level declarative security policy, the low-level firewall rule set being provided to an enforcement point, the enforcement point applying the low-level firewall rule set to data network traffic.