An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: model-extraction

proovethetruth/POC-Banking-ML-Attacks

Minimal reproducible PoC of 3 ML attacks (adversarial, extraction, membership inference) on a credit scoring model. Includes pipeline, visualizations, and defenses

Language: Python - Size: 0 Bytes - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 0

jonahobw/gpu_model_extraction

Comprehensive model extraction attack

Language: Python - Size: 399 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 1 - Forks: 1

DescartesResearch/TeaStore

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

Language: Java - Size: 102 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 130 - Forks: 154

HAROS-framework/stratis

Graphical User Interface to debug ROS systems

Language: Vue - Size: 394 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

trailofbits/PrivacyRaven

Privacy Testing for Deep Learning

Language: Python - Size: 104 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 201 - Forks: 18

tsaglam/EcoreMetamodelExtraction

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

Language: Java - Size: 542 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 8

nclarius/pyPL

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

Language: Python - Size: 6.22 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 19 - Forks: 2

pauldhein/ua-ms-thesis

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

Language: TeX - Size: 47.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

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 Notebook - Size: 49 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ais-climber/a-la-mode

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

Language: Python - Size: 567 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

dmitrykazhdan/MARLeME

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

Language: C++ - Size: 215 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 18 - Forks: 2

qwqoro/ML-Talk

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

Language: Jupyter Notebook - Size: 8.65 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 3

dmitrykazhdan/CME

CME: Concept-based Model Extraction

Language: Python - Size: 363 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 5

dmitrykazhdan/MEME-RNN-XAI

MEME: Generating RNN Model Explanations via Model Extraction

Language: Jupyter Notebook - Size: 5.14 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 2

typesafehub/fdp-tensorflow-python-examples

Simple machine learning in Python/Tensorflow with model saving

Language: PureBasic - Size: 14.8 MB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 14 - Forks: 5

iaas-splab/saes-prototype

Serverless Application Extraction System (SAES)

Language: Java - Size: 457 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

aivodji/mrce

Model Reconstruction from Counterfactual Explanations

Language: Python - Size: 0 Bytes - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

lucioduarte/LTSE

The Labelled Transition Systems Extractor tool project

Language: Java - Size: 75.2 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 1

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: Java - Size: 1.62 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Keywords
model-extraction 19 java 3 xai 3 reverse-engineering 2 privacy 2 model-inversion 2 concept-explanation 2 machine-learning 2 concept-extraction 2 modal-logic 2 modeling 2 adversarial-attacks 2 interpretability 2 explainability 2 conference-talk 1 conference 1 black-box-model 1 black-box-attacks 1 attack-model 1 adversarial-examples 1 knowledge-representation 1 model-building 1 rl 1 neuro-symbolic-ai 1 abstract-argumentation 1 explanations 1 extracting-interpretable-models 1 reinforcement-learning-agent 1 reinforcement-learning 1 plug-and-play 1 open-ai-gym 1 knowledge-extraction 1 open-ai 1 multi-agent-reinforcement-learning 1 model-extractor 1 marl 1 lime 1 library 1 txlib 1 travis-ci 1 ltse 1 latex-template 1 jframe 1 gui 1 code-analysis 1 model-analysis 1 counterfactual-explanations 1 serverless 1 faas 1 tensorflow 1 keras 1 time-series 1 rnn 1 recurrent-neural-networks 1 model-explanation 1 mimic-iii 1 explainable-ai 1 interpretable-machine-learning 1 talk-slides 1 talk-notes 1 talk-materials 1 talk 1 model-inversion-attacks 1 model-inversion-attack 1 model-attack 1 fast-track 1 evasion-attacks 1 evasion-attack 1 eclipse-plugin 1 eclipse-ide 1 eclipse 1 dynamic-emf 1 python 1 privacy-preserving-machine-learning 1 privacy-enhancing-technologies 1 membership-inference 1 deep-learning 1 visualization 1 verification 1 static-analysis 1 ros2 1 ros 1 model-visualization 1 inspection 1 debugging 1 dashboard 1 architecture 1 performance 1 microservice 1 benchmark 1 model-extraction-attack 1 adversarial-machine-learning 1 mlsecops 1 ml-security 1 membership-inference-attack 1 cybersecurity 1 credit-scoring 1 hebbian-learning 1 conditional-logic 1 privacy-attacks 1