软件工程论文日报

每天三篇 arXiv cs.SE 论文 · 讲给不懂这个领域的人

2026-08-14

黑盒变白盒:解码智能体
ATLAS: Discovering Agent Strategies through LLM-Guided Abstraction and Automata Learning
Ignacio D. Lopez-Miguel, Andreas Happe, Jürgen Cito, Ezio Bartocci, Bettina Könighofer, Martin Tappler · arXiv 2608.14352
Large Language Model (LLM)-based agents are increasingly used for complex tasks such as software testing and cybersecurity assessment. While these agents demonstrate impressive cap
A Hybrid LLM-Based Framework for Automated Security Annotation Generation in Business Process Models
A Hybrid LLM-Based Framework for Automated Security Annotation Generation in Business Process Models
Md Kamrul Islam, Tiphaine Henry, Mattia Salnitri, Julius Köpke, Sami Souihi · arXiv 2608.14370
The modelling and analysis of secure business processes require the incorporation of security annotations into process models. Although BPMN extensions, including SecBPMN2, exist f
敲打旧代码:LLM改的对不对,得看它怕不怕砸
Validating LLM-Modernized Scientific Software Through Differential Fault Injection
Evan Coleman, Yuzhong Shen, Masha Sosonkina, Peng Xu · arXiv 2608.14527
Large language model (LLM) agents are increasingly used to modernize the legacy Fortran underlying production scientific software, but validation of these transformations emphasize