On the Security of Python Virtual Machines: An Empirical Study | |
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Author | |
Abstract |
Python continues to be one of the most popular programming languages and has been used in many safetycritical fields such as medical treatment, autonomous driving systems, and data science. These fields put forward higher security requirements to Python ecosystems. However, existing studies on machine learning systems in Python concentrate on data security, model security and model privacy, and just assume the underlying Python virtual machines (PVMs) are secure and trustworthy. Unfortunately, whether such an assumption really holds is still unknown. |
Year of Publication |
2022
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Date Published |
oct
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Publisher |
IEEE
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Conference Location |
Limassol, Cyprus
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ISBN Number |
978-1-66547-956-1
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URL |
https://ieeexplore.ieee.org/document/9978245/
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DOI |
10.1109/ICSME55016.2022.00028
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Google Scholar | BibTeX | DOI |