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.LG2025
Evaluating Privacy-Utility Tradeoffs in Synthetic Smart Grid Data
Andre Catarino, Rui Melo, Rui Abreu +1
The widespread adoption of dynamic Time-of-Use (dToU) electricity tariffs requires accurately identifying households that would benefit from such pricing structures. However, the u…