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paperApril 2026Unreviewed

AgentSOC: A Multi-Layer Agentic AI Framework for Security Operations Automation

Joyjit Roy, Samaresh Kumar Singh

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Abstract

Security Operations Centers (SOCs) increasingly encounter difficulties in correlating heterogeneous alerts, interpreting multi-stage attack progressions, and selecting safe and effective response actions. This study introduces AgentSOC, a multi-layered agentic AI framework that enhances SOC automation by integrating perception, anticipatory reasoning, and risk-based action planning. The proposed architecture consolidates several layers of abstraction to provide a single operational loop to suppo

Categories

Agentic Threats

Cite

@misc{roy2026agentsoc,
  title = {{AgentSOC: A Multi-Layer Agentic AI Framework for Security Operations Automation}},
  author = {Joyjit Roy and Samaresh Kumar Singh},
  year = {2026},
  month = apr,
  eprint = {2604.20134},
  archivePrefix = {arXiv},
  doi = {10.1109/ICAIC67076.2026.11395783},
  url = {https://arxiv.org/abs/2604.20134}
}