We present BastionLab, a Rust open-source privacy framework for confidential data science collaboration. We aim to help data owners open access to their datasets to outside data scientists. The current approaches, such as opening Jupyter notebooks, provide no elaborate control over what is shared. Datasets can easily be extracted from them, which means they offer little privacy guarantees and make data collaboration difficult. BastionLab provides an interactive interface for data scientists to e

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