model-extraction

Privacy Testing for Deep Learning

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

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

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

MEME: Generating RNN Model Explanations via Model Extraction

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

Simple machine learning in Python/Tensorflow with model saving

CME: Concept-based Model Extraction

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

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

A curated bilingual list of cryptanalytic neural-network model extraction papers, code, taxonomies, and open problems.

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.

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

Model extraction attack toolkit that reconstructs black-box models through API queries.

CLI tools to extract GLB models, PBR textures and metadata from public Meshy and Tripo 3D pages. Payload, network and WebGL capture modes.

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

Developer blind to the probes, auditor blind to the weights: a sealed-room protocol to audit AI models you can't steal. TEE + attestation + weight commitment + transparency log + extraction detector + DP noise + dual-signed transcript.

The Labelled Transition Systems Extractor tool project

Open native extractor for Danganronpa Another Episode: Ultra Despair Girls (PC) — .cpk/.bnc/.btx to posed, UV-mapped, textured .obj. Tools + docs only, no game assets.

Model Reconstruction from Counterfactual Explanations