Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)
☆49Dec 17, 2019Updated 6 years ago
Alternatives and similar repositories for adversarial-model-inversion
Users that are interested in adversarial-model-inversion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021☆22Dec 10, 2021Updated 4 years ago
- ☆27Sep 23, 2022Updated 3 years 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
- ☆46Sep 24, 2023Updated 2 years ago
- ☆34May 2, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Processed datasets that we have used in our research☆15Apr 30, 2020Updated 6 years ago
- ☆23Aug 15, 2022Updated 3 years ago
- An awesome list of papers on privacy attacks against machine learning☆634Mar 18, 2024Updated 2 years ago
- Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …☆102Nov 2, 2019Updated 6 years ago
- A repo to download and preprocess the Purchase100 dataset extracted from Kaggle: Acquire Valued Shoppers Challenge☆12Jun 21, 2021Updated 4 years ago
- ☆46Nov 10, 2019Updated 6 years ago
- ☆25Jan 20, 2019Updated 7 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆67Sep 11, 2021Updated 4 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Oct 11, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [NeurIPS 2019] Deep Leakage From Gradients☆479Apr 17, 2022Updated 4 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33May 18, 2021Updated 4 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆46Nov 25, 2019Updated 6 years ago
- Code for NDSS 2022 paper "MIRROR: Model Inversion for Deep Learning Network with High Fidelity"☆27May 9, 2023Updated 3 years ago
- A Pytorch implementation of "Data-Free Learning of Student Networks" (ICCV 2019).☆18Oct 8, 2019Updated 6 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆12Aug 20, 2024Updated last year
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆37Jan 28, 2019Updated 7 years ago
- Public implementation of ICML'19 paper "White-box vs Black-box: Bayes Optimal Strategies for Membership Inference"☆18May 28, 2020Updated 5 years ago
- Universal Adversarial Networks☆32Jul 30, 2018Updated 7 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.
- ☆19Mar 6, 2023Updated 3 years ago
- Research into model inversion on SplitNN☆18Feb 20, 2024Updated 2 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- Code for Machine Learning Models that Remember Too Much (in CCS 2017)☆31Oct 15, 2017Updated 8 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Nov 4, 2020Updated 5 years ago
- TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations☆20Dec 27, 2020Updated 5 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆221Apr 3, 2026Updated last month
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 3 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆198Nov 15, 2017Updated 8 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.
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆39Jul 22, 2024Updated last year
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆32Oct 15, 2024Updated last year
- Knockoff Nets: Stealing Functionality of Black-Box Models☆115Dec 8, 2022Updated 3 years ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆63Feb 25, 2018Updated 8 years ago
- Scripts to prepare OXFORD VGG Face dataset☆12Mar 29, 2016Updated 10 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆75Apr 12, 2018Updated 8 years ago
- ☆10Jun 5, 2021Updated 4 years ago