Publications

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Conference Papers


Evaluating AI Agents for Cyber Defense: A Comparison of Deep Reinforcement Learning and LLM Approaches

Published in IDEAL 2025 — International Conference on Intelligent Data Engineering and Automated Learning, 2025

A comparison of Deep Reinforcement Learning and Large Language Model approaches for autonomous cyber defense agents.

Recommended citation: H. Chowdhry, J. Manero, and S. Sampalli. (2025). "Evaluating AI Agents for Cyber Defense: A Comparison of Deep Reinforcement Learning and LLM Approaches." IDEAL 2025.
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