Algorithm 1. Used Approach

Result: Best Solution (Route) and Cumulative Reward Initialization;

1. Generate Attack Graph Using Architecture Analysis and Design Language, JKind checker tool and Graphviz

2. Convert Attack Graph to Refinement Graph;

3. Formulate the RL problem. Define environment, agent, states, actions, and rewards;

4. Train RL Agent in MDP Environment;