5 papers · 1 filter
SEDCoT: Enhancing LLM-Based COBOL Code Translation via Symbolic Execution and Delta Debugging
Phillip Entin, Wenchao Gu, Alexander Knapp +1
COBOL remains critical across banking, insurance, and government infrastructure. However, maintenance is increasingly challenging due to outdated technologies, sparse documentation…
Evaluating LLMs on Real-World Software Performance Optimization
Ezgi Sarıkayak, Wenchao Gu, Hesham Ghonim +1
Software performance optimization is a notoriously complex and manual task. Despite the growing use of Large Language Models (LLMs) for code refinement, we still lack benchmarks th…
A11YRepair: Bridging Web Accessibility Barriers via Knowledge-Enhanced Divide-and-Conquer Repair
Kai Huang, Ling Zhu, Jian Zhang +2
Web accessibility (A11Y), which ensures web content is perceivable and usable for users with disabilities, is a critical requirement for modern web applications. Yet existing tooli…
DynaMO: Protecting Mobile DL Models through Coupling Obfuscated DL Operators
Mingyi Zhou, Xiang Gao, Xiao Chen +3
Deploying DL models on mobile Apps has become ever-more popular. However, existing studies show attackers can easily reverse-engineer mobile DL models in Apps to steal intellectual…
Enhancing GUI Exploration Coverage of Android Apps with Deep Link-Integrated Monkey
Han Hu, Han Wang, Ruiqi Dong +2
Mobile apps are ubiquitous in our daily lives for supporting different tasks such as reading and chatting. Despite the availability of many GUI testing tools, app testers still str…