model-extraction

There are 18 repositories under model-extraction topic.

  • PrivacyRaven

    trailofbits/PrivacyRaven

    Privacy Testing for Deep Learning

    Language:Python194314418

  • DescartesResearch/TeaStore

    A micro-service reference test application for model extraction, cloud management, energy efficiency, power prediction, single- and multi-tier auto-scaling

    Language:Java12410150144

  • dmitrykazhdan/MARLeME

    General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems

    Language:C++20112

  • nclarius/pyPL

    Analytic tableau based minimal model generator, model checker and theorem prover for first-order logic with modal extensions

    Language:Python19102

  • dmitrykazhdan/MEME-RNN-XAI

    MEME: Generating RNN Model Explanations via Model Extraction

    Language:Jupyter Notebook15103

  • typesafehub/fdp-tensorflow-python-examples

    Simple machine learning in Python/Tensorflow with model saving

    Language:PureBasic141705

  • tsaglam/EcoreMetamodelExtraction

    Ecore metamodel reverse engineering: Automatically extract EMF metamodels from Java code.

    Language:Java13208

  • dmitrykazhdan/CME

    CME: Concept-based Model Extraction

    Language:Python12205

  • qwqoro/ML-Talk

    📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools

    Language:Jupyter Notebook12204

  • lin-tan/disguide

    For our AAAI23 paper "DisGUIDE: Disagreement-Guided Data-Free Model Extraction" (Oral Presentation) by Jonathan Rosenthal, Eric Enouen, Hung Viet Pham, and Lin Tan.

    Language:Python11412

  • ais-climber/a-la-mode

    A neural network model builder, leveraging a neuro-symbolic interface.

    Language:Python7300
  • marich

    Debabrota-Basu/marich

    Marich is a model-agnostic extraction algorithm. It uses a public data to query a private model, aggregates the predicted labels, and construct a distributionall equivalent/max-information leaking extracted model.

    Language:Jupyter Notebook7200

  • aivodji/mrce

    Model Reconstruction from Counterfactual Explanations

    Language:Python3100

  • lucioduarte/LTSE

    The Labelled Transition Systems Extractor tool project

    Language:Java3211

  • HAROS-framework/stratis

    Graphical User Interface to debug ROS systems

    Language:Vue127

  • iaas-splab/saes-prototype

    Serverless Application Extraction System (SAES)

    Language:Java0200

  • pauldhein/ua-ms-thesis

    Collection of the TeX files and figures used to create my UofA CS master's thesis

    Language:TeX0200

  • levindoneto/LTSExtractor.extension

    Extension for the LTS Extractor platform, which is used for enabling the communication with the methods for generating model analysis, and to ease the management of log files throughout the platform.

    Language:Java016