Mia Alternatives
Similar projects and alternatives to mia based on common topics and language
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fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
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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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adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
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TextAttack
TextAttack š is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
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plexiglass
A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
mia reviews and mentions
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I want a reference to a real industry grade ML project with good structure & code.
Projects on privacy in machine learning is what a lot of companies are moving towards. Hereās an end to end project by google called āMembership Inference Attacksā (around 2017) that was one of the first papers on how someone can extract information about people from trained models - https://github.com/spring-epfl/mia Of course Membership Inference Attacks have come a long way since then, but this repository shows you how you can create datasets and train models for such attacks. Itās a really good project but can also be very challenging!
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spring-epfl/mia is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of mia is Python.
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