From the 1 of 4 linked papers with an AI index.
4 papers
Impossible to hide secret ...: Uncovering Security and Privacy Issues in LLM-native IDEs
Mostafijur Rahman Akhond, Md Afif Al Mamun, Gias Uddin +1
The paper investigates security and privacy concerns reported by developers using LLM-native IDEs, analyzing Reddit discussions to build a taxonomy of issues and suggesting design…
BLAgent: Agentic RAG for File-Level Bug Localization
Md Afif Al Mamun, Gias Uddin
Bug localization remains a key bottleneck for large language model (LLM)-based software maintenance, where accurately identifying faulty code is essential for debugging, root cause…
Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation
Md Afif Al Mamun, Sayan Nath, Gias Uddin +1
The shift from cloud-hosted Large Language Models (LLMs) to locally deployed open-source Small Language Models (SLMs) has democratized AI-assisted coding; however, it has also dece…
Stack Trace-Based Crash Deduplication with Transformer Adaptation
Md Afif Al Mamun, Gias Uddin, Lan Xia +1
Automated crash reporting systems generate large volumes of duplicate reports, overwhelming issue-tracking systems and increasing developer workload. Traditional stack trace-based…