Review
Aug 2026
Large Language Models at the Intersection of Software Engineering and Software Security:An Evidence-Centered Structured Survey and Research Agenda
This evidence-centered structured survey synthesizes representative work available through May 31, 2026 across software engineering tasks, software security tasks, adaptation mechanisms, artifact granularity, and evaluation design and introduces an assurance framework that separates functional correctness, security, operational reliability, evidence provenance, and agent authority.
Wei Lin, Tao Zhou, Zhaofei Xie et al.
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