Explore @computationalprivacy Open Source projects

Computational Privacy Group @ Imperial College London (@computationalprivacy)

computationalprivacy

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Location 🇬🇧 United Kingdom
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bandicoot

an open-source python toolbox to analyze mobile phone metadata

copyright-traps

Jupyter Notebook

pycorrectmatch

Source code [Python library] for https://nature.com/articles/s41467-019-10933-3

CorrectMatch.jl

Source code for https://nature.com/articles/s41467-019-10933-3

observatory

Source code for the Observatory of Anonymity

pool-inference

Source code for https://www.usenix.org/conference/usenixsecurity22/presentation/gadotti

unveil-deployment

Deployment instructions and code for Project UNVEIL.

querysnout

Source code of ACM CCS 2022 paper "QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems" by Ana-Maria Cretu, Florimond Houssiau, Antoine Cully, and Yves-Alexandre de Montjoye

unveil-pi-data-collector

Code for data collection through raspberry pi for Project UNVEIL.

document-level-membership-inference

Source code for Document-level Membership Inference for Large Language Models - see https://arxiv.org/pdf/2310.15007

ml-correlation-inference

Source code of the Science Advances paper "Correlations inference attacks against machine learning models" by Ana-Maria Cretu*, Florent Guépin*, and Yves-Alexandre de Montjoye.

Jupyter Notebook

MIA-synthetic