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@computationalprivacy

Computational Privacy Group @ Imperial College London

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  1. bandicoot bandicoot Public

    an open-source python toolbox to analyze mobile phone metadata

    Python 239 61

  2. copyright-traps copyright-traps Public

    Jupyter Notebook 44 3

  3. pycorrectmatch pycorrectmatch Public

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

    Python 27 3

  4. CorrectMatch.jl CorrectMatch.jl Public

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

    Julia 17 7

  5. mia_llms_benchmark mia_llms_benchmark Public

    Benchmarking MIAs against LLMs.

    Python 15 2

  6. observatory observatory Public

    Source code for the Observatory of Anonymity

    JavaScript 9 2

Repositories

Showing 10 of 23 repositories
  • ZK_MIA Public
    computationalprivacy/ZK_MIA’s past year of commit activity
    0 MIT 0 0 0 Updated Dec 9, 2024
  • loss_traces Public
    computationalprivacy/loss_traces’s past year of commit activity
    Python 0 1 0 1 Updated Dec 5, 2024
  • computationalprivacy/leaving-noone-behind’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Nov 13, 2024
  • querycheetah Public
    computationalprivacy/querycheetah’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Oct 15, 2024
  • computationalprivacy/copyright-traps’s past year of commit activity
    Jupyter Notebook 44 Apache-2.0 3 0 0 Updated Oct 9, 2024
  • mia_llms_benchmark Public

    Benchmarking MIAs against LLMs.

    computationalprivacy/mia_llms_benchmark’s past year of commit activity
    Python 15 2 0 0 Updated Oct 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.

    computationalprivacy/adversarial-detection-avoidance-attacks’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 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

    computationalprivacy/document-level-membership-inference’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Oct 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.

    computationalprivacy/ml-correlation-inference’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Jul 22, 2024
  • computationalprivacy/CorrectMatch.jl’s past year of commit activity
    Julia 17 GPL-3.0 7 2 (1 issue needs help) 0 Updated Jun 27, 2024

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