Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)
☆33Nov 4, 2020Updated 6 years ago
Alternatives and similar repositories for prediction-poisoning
Users that are interested in prediction-poisoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Dec 12, 2021Updated 4 years ago
- Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)☆22Nov 14, 2020Updated 5 years ago
- Knockoff Nets: Stealing Functionality of Black-Box Models☆117Dec 8, 2022Updated 3 years ago
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆36Mar 20, 2019Updated 7 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆76Apr 1, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆34Mar 28, 2022Updated 4 years ago
- Copycat CNN☆29Apr 17, 2024Updated 2 years ago
- Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.☆25Dec 6, 2023Updated 2 years ago
- The code of paper: Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing (CVPR 2024))☆19Mar 12, 2024Updated 2 years ago
- A novel data-free model stealing method based on GAN☆133Aug 10, 2026Updated 2 months ago
- ☆11Dec 23, 2024Updated last year
- Black-Box Ripper: Copying black-box models using generative evolutionary algorithms - NIPS 2020 - Official Implementation☆29Oct 25, 2020Updated 6 years ago
- Watermarking against model extraction attacks in MLaaS. ACM MM 2021.☆34Jul 15, 2021Updated 5 years ago
- ☆12Sep 14, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Defending against Model Stealing via Verifying Embedded External Features☆38Feb 19, 2022Updated 4 years ago
- Neural Networks exam project. Machine learning algorithm: implementation of FGSM and JSMA attacks by Goodfellow and Papernot.☆16Jan 13, 2026Updated 9 months ago
- Model extraction attacks on Machine-Learning-as-a-Service platforms.☆359Nov 22, 2020Updated 5 years ago
- This is the official implementation of NNSplitter (ICML'23)☆14Jun 11, 2024Updated 2 years ago
- [AAAI 2024] Data-Free Hard-Label Robustness Stealing Attack☆16Mar 29, 2024Updated 2 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 4 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Jul 16, 2021Updated 5 years ago
- [ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning☆32Dec 2, 2023Updated 2 years ago
- This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Back…☆23Sep 8, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This project explores training data extraction attacks on the LLaMa 7B, GPT-2XL, and GPT-2-IMDB models to discover memorized content usin…☆15Jun 15, 2023Updated 3 years ago
- The project page of paper: Aha! Adaptive History-driven Attack for Decision-based Black-box Models [ICCV 2021]☆10Feb 23, 2022Updated 4 years ago
- ☆14Jul 11, 2019Updated 7 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆48Aug 28, 2021Updated 5 years ago
- Code for Active Mixup in 2020 CVPR☆23Jan 11, 2022Updated 4 years ago
- Proof of concept code for DeepSteal (SP'22) Machine Learning model extraction (weight stealing) with memory side channel☆14Jun 22, 2023Updated 3 years ago
- Protect your machine learning models easily and securely with watermarking 🔑☆94Apr 24, 2024Updated 2 years ago
- Official code for the ICCV2023 paper ``One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training''☆21Aug 9, 2023Updated 3 years ago
- The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from t…☆82May 5, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆18Jul 3, 2025Updated last year
- ☆23Jul 22, 2026Updated 3 months ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆84Feb 26, 2023Updated 3 years ago
- This is the official code repository for paper "Quantization Aware Attack: Enhancing Transferable Adversarial Attacks by Model Quantizati…☆14Sep 21, 2025Updated last year
- Code and full version of the paper "Hijacking Attacks against Neural Network by Analyzing Training Data"☆14Feb 28, 2024Updated 2 years ago
- Codes for reproducing the results of the paper "Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness" published at IC…☆27Apr 29, 2020Updated 6 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆24Oct 13, 2021Updated 5 years ago