2 papers
cs.SE2026
Are Sparse Autoencoders Useful for Java Function Bug Detection?
Rui Melo, Claudia Mamede, Andre Catarino +2
Software vulnerabilities such as buffer overflows and SQL injections are a major source of security breaches. Traditional methods for vulnerability detection remain essential but a…
cs.SE2025
Are Large Language Models Memorizing Bug Benchmarks?
Daniel Ramos, Claudia Mamede, Kush Jain +3
Large Language Models (LLMs) have become integral to various software engineering tasks, including code generation, bug detection, and repair. To evaluate model performance in thes…