Methods, systems, and media for a security system are provided herein. Exemplary methods may include: acquiring a firewall security policy from a policy compiler; receiving network traffic originating from a source machine and directed to a destination machine; analyzing the network traffic using the firewall security policy; forwarding or dropping each of the network traffic according to the security policy; accumulating the network traffic and metadata associated with the network traffic; and initiating an update to the firewall security policy by the policy compiler using at least one of the accumulated network traffic and metadata.