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cs.SE2026
An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems
Mohammed Latif Siddiq, Tanzim Hossain Romel, Natalie Sekerak +2
Model-sharing platforms, such as Hugging Face, ModelScope, and OpenCSG, have become central to modern machine learning development, enabling developers to share, load, and fine-tun…
cs.SE2025
An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions
Beatrice Casey, Kaia Damian, Andrew Cotaj +1
Developers are sharing pre-trained Machine Learning (ML) models through a variety of model sharing platforms, such as Hugging Face, in an effort to make ML development more collabo…
cs.SE2024
FRANC: A Lightweight Framework for High-Quality Code Generation
Mohammed Latif Siddiq, Beatrice Casey, Joanna C. S. Santos
In recent years, the use of automated source code generation utilizing transformer-based generative models has expanded, and these models can generate functional code according to…