model-extraction

Here are 8 public repositories matching this topic...

trailofbits / PrivacyRaven

Privacy Testing for Deep Learning

python machine-learning privacy deep-learning model-extraction privacy-enhancing-technologies model-inversion privacy-preserving-machine-learning membership-inference

Updated Sep 5, 2025
Python

nclarius / pyPL

Sponsor

Star

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

proof logic first-order-logic model-checking propositional-logic model-checker model-extraction modal-logic theorem-prover intuitionistic-logic predicate-logic classical-logic analytic-tableaux model-generation

Updated Aug 22, 2025
Python

lin-tan / disguide

Star

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

security reverse-engineering model-extraction trustworthy-ai model-extraction-attack

Updated Feb 6, 2023
Python

dmitrykazhdan / CME

Star

CME: Concept-based Model Extraction

model-extraction concept-extraction xai interpretable-machine-learning explainability concept-explanation

Updated Nov 24, 2020
Python

ais-climber / a-la-mode

Star

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

hebbian-learning model-extraction modal-logic knowledge-representation model-building conditional-logic neuro-symbolic-ai

Updated Aug 17, 2023
Python

proovethetruth / POC-Banking-ML-Attacks

Star

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

cybersecurity credit-scoring model-extraction adversarial-attacks membership-inference-attack mlsecops ml-security