Cybersecurity Engine in a Security Management System

One or more computer-storage media having computer-executable instructions embodied thereon that, when executed by a computing system having a processor and memory, cause the processor to perform operations, the operations comprising:

• initializing a cybersecurity simulation environment comprising a generative artificial intelligence (AI) model, an attacker machine, a victim machine, and a host machine;
• processing a plurality of tasks via the cybersecurity simulation environment;
• and
• based on processing the plurality of tasks, generating one or more examples associated with generating prompts for the generative AI model associated with cybersecurity penetration testing in the cybersecurity simulation environment.

A computer-implemented method, the method comprising:

• accessing, at an attacker machine, a command from a host machine, wherein the command is based on a response from a generative artificial intelligence (AI) model, the response associated with a prompt for a task, wherein the attacker machine, a victim machine, the host machine, and the generative AI model are associated with a cybersecurity simulation environment;
• executing the command on the victim machine;
• based on executing the command on the victim machine, generating a response;
• and
• communicating the response to the host machine to cause the response to be tagged as an outcome associated with the task.