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paperJuly 2026Unreviewed

ReCon: A Resource-Constrained Benchmark for LLM-Based Cybersecurity Compliance Across Ingestion and Retrieval Pipelines

Rohit Negi, Rishik Jain, Soumyo V Chakarborty, Amit Negi, Sandeep K Shukla

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Abstract

With the increasingly aggressive cyber threat landscape for governments, businesses, and institutions, as information and/or cybersecurity implementations are increasingly under scrutiny by regulators, it has been pointed out that governance failure is one of the major reasons for a weakened cybersecurity posture. A major component of Cyber/information security governance is the development, adoption, and implementation of a comprehensive information and/or cyber security policy document. The po

Categories

Benchmarks & Evaluation

Cite

@misc{negi2026recon,
  title = {{ReCon: A Resource-Constrained Benchmark for LLM-Based Cybersecurity Compliance Across Ingestion and Retrieval Pipelines}},
  author = {Rohit Negi and Rishik Jain and Soumyo V Chakarborty and Amit Negi and Sandeep K Shukla},
  year = {2026},
  month = jul,
  eprint = {2607.22885},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.22885}
}