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Imperial College - Computational Privacy Group

university
https://cpg.doc.ic.ac.uk/
https://github.com/computationalprivacy
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matthieumeeus97  authored a paper about 1 month ago
Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data
matthieumeeus97  authored a paper about 1 month ago
Copyright Traps for Large Language Models
matthieumeeus97  authored a paper about 1 month ago
Inherent Challenges of Post-Hoc Membership Inference for Large Language Models
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Matthieu Meeus's profile picture Igor Shilov's profile picture Yves-Alexandre de Montjoye's profile picture
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Computational Privacy Group

We are a lab of researchers at Imperial College London, under supervision of Yves-Alexandre de Montjoye. For more information, we refer to our website.

We use this organization on Hugging Face to release relevant datasets or models, enabling the community to reproduce or otherwise benefit from our recent research.

models 0

None public yet

datasets 6

imperial-cpg/copyright-traps

Viewer • Updated Oct 8, 2024 • 9k • 77

imperial-cpg/arxiv_redpajama_2302

Viewer • Updated Oct 8, 2024 • 13.2k • 16

imperial-cpg/pile_arxiv_doc_mia

Viewer • Updated Oct 7, 2024 • 2k • 20

imperial-cpg/pile_arxiv_doc_mia_sequences

Viewer • Updated Oct 7, 2024 • 50k • 21

imperial-cpg/copyright-traps-extra-non-members

Viewer • Updated Oct 7, 2024 • 22.4k • 78

imperial-cpg/project-gutenberg-extended

Viewer • Updated Jul 26, 2024 • 9.54k • 35 • 2
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