Saeid Jamshidi
2 indexed papers
Publications per year
Top categories
Frequent co-authors
Research Timeline
The paper proposes a two-timescale governance framework using a multi-agent LLM to safely update and guide RL agents for SDN-IoT defense, significantly improving performance and stability under adversarial attacks.
The paper introduces ASPO, a self-adaptive multi-agent system that uses LLM-based reasoning combined with deterministic optimization to select conflict-free and resource-feasible security mitigation patterns for resource-constrained IoT edge environments.
Papers
Self-Adaptive Multi-Agent LLM-Based Security Pattern Selection for IoT Systems
The paper introduces ASPO, a self-adaptive multi-agent system that uses LLM-based reasoning combined with deterministic optimization to select conflict-free and resource-feasible security mitigation p…