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paperApril 2026Unreviewed

Insights into Security-Related AI-Generated Pull Requests

Md Fazle Rabbi, Asif K. Turzo, Arifa I. Champa, Minhaz F. Zibran

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Abstract

Recent years have experienced growing contributions of AI coding agents that assist human developers in various software engineering tasks. However, this growing AI-assisted autonomy raises questions about security and trust. In this paper, we analyze more than 33,000 AI-generated pull requests (PRs) and identify 675 security-related submissions made by agentic AIs. Then we examine the security-related PRs with a focus on recurring security weaknesses, review outcomes and latency, commit message

Categories

Agentic Threats

Cite

@misc{rabbi2026insights,
  title = {{Insights into Security-Related AI-Generated Pull Requests}},
  author = {Md Fazle Rabbi and Asif K. Turzo and Arifa I. Champa and Minhaz F. Zibran},
  year = {2026},
  month = apr,
  eprint = {2604.19965},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.19965}
}