3 papers
cs.CR2026
Unknown Attack Detection in IoT Networks using Large Language Models: A Robust, Data-efficient Approach
Shan Ali, Feifei Niu, Paria Shirani +1
The rapid evolution of cyberattacks continues to drive the emergence of unknown (zero-day) threats, posing significant challenges for network intrusion detection systems in Interne…
cs.SE2025
Requirements Coverage-Guided Minimization for Natural Language Test Cases
Rongqi Pan, Feifei Niu, Lionel C. Briand +1
As software systems evolve, test suites tend to grow in size and often contain redundant test cases. Such redundancy increases testing effort, time, and cost. Test suite minimizati…
cs.SE2025
TVR: Automotive System Requirement Traceability Validation and Recovery Through Retrieval-Augmented Generation
Feifei Niu, Rongqi Pan, Lionel C. Briand +1
In automotive software development, as well as other domains, traceability between stakeholder requirements and system requirements is crucial to ensure consistency, correctness, a…