38TB of data accidentally exposed by Microsoft AI researchers

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • InfluxDB - Power Real-Time Data Analytics at Scale
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  • robust-models-transfer

    Discontinued Official repository for our NeurIPS 2020 *oral* "Do Adversarially Robust ImageNet Models Transfer Better?"

  • Looks like it was up for 2 years with that old link[1]. Fixed two months ago.

    [1] https://github.com/microsoft/robust-models-transfer/blame/a9...

  • onnx

    Open standard for machine learning interoperability

  • ONNX[0], model-as-protosbufs, continuing to gain adoption will hopefully solve this issue.

    [0] https://github.com/onnx/onnx

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • modelscan

    Protection against Model Serialization Attacks

  • Disclosure I work for the company that released this: https://github.com/protectai/modelscan but we do have a tool to support scanning many models for this kind of problem.

    That said you should be using something like safe-tensors.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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