LLM-Based Agents for Cybersecurity: A Systematic Review of Architectures, Applications, and Open Challenges
The rapid evolution of Large Language Models (LLMs) has opened new frontiers in cybersecurity automation, enabling intelligent agents capable of multi-step reasoning, tool invocation, and autonomous decision-making across complex security tasks. While individual applications have emerged across threat intelligence, vul...