Model extraction attacks on Machine-Learning-as-a-Service platforms.
☆356Nov 22, 2020Updated 5 years ago
Alternatives and similar repositories for Steal-ML
Users that are interested in Steal-ML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆76Apr 1, 2024Updated 2 years ago
- Knockoff Nets: Stealing Functionality of Black-Box Models☆115Dec 8, 2022Updated 3 years ago
- Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)☆22Nov 14, 2020Updated 5 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Nov 4, 2020Updated 5 years ago
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆34Mar 20, 2019Updated 7 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆199Nov 15, 2017Updated 8 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆38Feb 19, 2022Updated 4 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 3 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Dec 12, 2021Updated 4 years ago
- ☆55Mar 16, 2021Updated 5 years ago
- Black-Box Ripper: Copying black-box models using generative evolutionary algorithms - NIPS 2020 - Official Implementation☆29Oct 25, 2020Updated 5 years ago
- Copycat CNN☆28Apr 17, 2024Updated last year
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆84Feb 26, 2023Updated 3 years ago
- An adversarial example library for constructing attacks, building defenses, and benchmarking both☆6,424Apr 10, 2024Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A novel data-free model stealing method based on GAN☆133Oct 11, 2022Updated 3 years ago
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆172Mar 25, 2023Updated 3 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆83Nov 22, 2021Updated 4 years ago
- ☆42Dec 8, 2022Updated 3 years ago
- icml24☆14Feb 24, 2025Updated last year
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆135Dec 8, 2022Updated 3 years ago
- A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX☆2,952Dec 3, 2025Updated 4 months ago
- Code for Machine Learning Models that Remember Too Much (in CCS 2017)☆31Oct 15, 2017Updated 8 years ago
- Caffe code for the paper "Adversarial Manipulation of Deep Representations"☆17Nov 6, 2017Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆178Oct 4, 2021Updated 4 years ago
- [EMNLP 2022] Distillation-Resistant Watermarking (DRW) for Model Protection in NLP☆13Aug 17, 2023Updated 2 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- ☆47Feb 13, 2026Updated last month
- Ensemble Adversarial Training on MNIST☆122Jun 20, 2017Updated 8 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆70Mar 19, 2018Updated 8 years ago
- ☆372Updated this week
- This is a python script to generate nice bibtex file for latex.☆19Mar 1, 2020Updated 6 years ago
- ☆11Dec 18, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- SOON TO BE DEPRECATED - Private machine learning progress☆469May 16, 2020Updated 5 years ago
- Watermarking Deep Neural Networks (USENIX 2018)☆99Sep 2, 2020Updated 5 years ago
- ☆25Nov 14, 2022Updated 3 years ago
- Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and…☆5,917Dec 12, 2025Updated 3 months ago
- Trojan Attack on Neural Network☆190Mar 25, 2022Updated 4 years ago
- ☆22Sep 17, 2024Updated last year
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆117May 24, 2023Updated 2 years ago