8000 computationalprivacy repositories · GitHub

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Computational Privacy Group @ Imperial College London

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26 repositories

loss_traces
Public
Jupyter Notebook
•1•0•0•0•Updated May 21, 2025May 21, 2025
checkpoint-gcg
Public
MIT License
•0•0•0•0•Updated May 21, 2025May 21, 2025
mosaic_memory
Public
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated May 14, 2025May 14, 2025
ZK_MIA
Public
Python
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MIT License
•1•0•0•0•Updated Jan 9, 2025Jan 9, 2025
leaving-noone-behind
Public
Python
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Apache License 2.0
•0•2•0•0•Updated Nov 13, 2024Nov 13, 2024
querycheetah
Public
Python
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MIT License
•0•1•0•0•Updated Oct 15, 2024Oct 15, 2024
copyright-traps
Public
Jupyter Notebook
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Apache License 2.0
•3•45•0•0•Updated Oct 9, 2024Oct 9, 2024
mia_llms_benchmark
Public
Benchmarking MIAs against LLMs.
Python
•3•18•1•0•Updated Oct 8, 2024Oct 8, 2024
adversarial-detection-avoidance-attacks
Public
Source code for creating a deduplicated version of the ImageNet dataset used in the USENIX Security ‘22 Adversarial Detection Avoidance Attacks: Evaluating the robustness of perceptual hashing-based client-side scanning by Shubham Jain*, Ana-Maria Cretu* and Yves-Alexandre de Montjoye.
Python
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MIT License
•0•0•0•0•Updated Oct 6, 2024Oct 6, 2024
document-level-membership-inference
Public
Source code for Document-level Membership Inference for Large Language Models - see https://arxiv.org/pdf/2310.15007
Python
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MIT License
•1•6•0•0•Updated Oct 1, 2024Oct 1, 2024
ml-correlation-inference
Public
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
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MIT License
•0•2•0•0•Updated Jul 22, 2024Jul 22, 2024
CorrectMatch.jl
Public
Source code for https://nature.com/articles/s41467-019-10933-3
privacy statistics julia privacy-protection
Julia
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GNU General Public License v3.0
•6•17•2•0•Updated Jun 27, 2024Jun 27, 2024
MIA-synthetic
Public
Python
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MIT License
•2•1•1•0•Updated Jun 14, 2024Jun 14, 2024
dual-purpose-client-side-scanning
Public
0•0•0•0•Updated Jun 14, 2024Jun 14, 2024
querysnout
Public
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
Python
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MIT License
•0•4•0•0•Updated Jun 3, 2024Jun 3, 2024
pool-inference
Public
Source code for https://www.usenix.org/conference/usenixsecurity22/presentation/gadotti
Python
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MIT License
•0•4•1•0•Updated Nov 3, 2023Nov 3, 2023
unmask
Public
Python
•0•0•0•0•Updated Oct 5, 2023Oct 5, 2023
unveil-backend
Public
Backend service for Project UNVEIL.
Python
•0•0•0•9•Updated May 22, 2023May 22, 2023
unveil-frontend
Public
Frontend repository for Project UNVEIL.
JavaScript
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MIT License
•0•0•0•10•Updated Mar 7, 2023Mar 7, 2023
observatory
Public
Source code for the Observatory of Anonymity
JavaScript
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GNU General Public License v3.0
•2•9•0•0•Updated Dec 5, 2022Dec 5, 2022
unveil-pi-data-collector
Public
Code for data collection through raspberry pi for Project UNVEIL.
Python
•0•2•0•0•Updated Oct 4, 2021Oct 4, 2021
unveil-deployment
Public
Deployment instructions and code for Project UNVEIL.
Python
•0•4•0•0•Updated Sep 24, 2021Sep 24, 2021
scaling-unicity
Public
Public repository for "The risk of re-identification remains high even in country-scale location datasets"
Python
•1•0•0•0•Updated Mar 12, 2021Mar 12, 2021
bandicoot
Public
an open-source python toolbox to analyze mobile phone metadata
Python
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MIT License
•61•238•1•1•Updated Jan 4, 2021Jan 4, 2021
individual-risk-demo
Public
TypeScript
•0•0•0•0•Updated Jan 6, 2020Jan 6, 2020
pycorrectmatch
Public
Source code [Python library] for https://nature.com/articles/s41467-019-10933-3
python privacy statistics python-wrapper privacy-protection
Python
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GNU General Public License v3.0
•3•28•1•0•Updated Oct 21, 2019Oct 21, 2019

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