System and method for leveraging quantum algorithms to process network simulations

A computer program product for processing network simulations, the computer program product comprising a non-transitory computer-readable medium comprising code causing an apparatus to:

• identify, from one or more datasets, a plurality of microsegments;
• generate a graph neural network (GNN) comprising a plurality of nodes and a plurality of edges, wherein each node is associated with a microsegment;
• using a generative artificial intelligence (AI) engine, generate a marker token for each node, wherein the marker token is associated with an exposure level;
• execute at least one quantum algorithm, wherein executing the at least one quantum algorithm comprises processing a plurality of simulations;
• and
• based on one or more outputs of the quantum algorithm, cause a user device to execute a remedial action.

A method for processing network simulations, the method comprising:

• identifying, from one or more datasets, a plurality of microsegments;
• generating a graph neural network (GNN) comprising a plurality of nodes and a plurality of edges, wherein each node is associated with a microsegment;
• using a generative artificial intelligence (AI) engine, generating a marker token for each node, wherein the marker token is associated with an exposure level;
• executing at least one quantum algorithm, wherein executing the at least one quantum algorithm comprises processing a plurality of simulations;
• and
• based on one or more outputs of the quantum algorithm, causing a user device to execute a remedial action.