22 citations · 24 across the 4 of their papers we have counts for
4 papers
Dissecting the SWE-Bench Leaderboards: Profiling Submitters and Architectures of LLM- and Agent-Based Repair Systems
Matias Martinez, Xavier Franch
The rapid progress in Automated Program Repair (APR) has been driven by advances in AI, particularly large language models (LLMs) and agent-based systems. SWE-Bench is a recent ben…
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
Matias Martinez
The recent surge of open-source large language models (LLMs) enables developers to create AI-based solutions while maintaining control over aspects such as privacy and compliance,…
On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI
Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni +2
Current software supply chains heavily rely on open-source packages hosted in public repositories. Given the popularity of ecosystems like npm and PyPI, malicious users started to…
Journey to the Center of Software Supply Chain Attacks
Piergiorgio Ladisa, Serena Elisa Ponta, Antonino Sabetta +2
This work discusses open-source software supply chain attacks and proposes a general taxonomy describing how attackers conduct them. We then provide a list of safeguards to mitigat…