jhayes14 / gen_mem_infView external linksLinks
Membership Inference of Generative Models
☆15Oct 2, 2019Updated 6 years ago
Alternatives and similar repositories for gen_mem_inf
Users that are interested in gen_mem_inf are comparing it to the libraries listed below
Sorting:
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆46Apr 22, 2022Updated 3 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆39Jan 28, 2019Updated 7 years ago
- ☆12Sep 26, 2024Updated last year
- Repository for the paper "Unsupervised Representation Learning of Spatial Data via Multimodal Embedding"☆12Dec 5, 2019Updated 6 years ago
- A library for running membership inference attacks against ML models☆152Dec 8, 2022Updated 3 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆199Nov 15, 2017Updated 8 years ago
- ☆51Aug 28, 2021Updated 4 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆135Dec 8, 2022Updated 3 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆85Nov 22, 2021Updated 4 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- Differentially Private Conditional Generative Adversarial Network☆31Oct 12, 2021Updated 4 years ago
- Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …☆103Nov 2, 2019Updated 6 years ago
- PrivGAN: Protecting GANs from membership inference attacks at low cost☆36Jun 17, 2024Updated last year
- Universal Adversarial Networks☆32Jul 30, 2018Updated 7 years ago
- Crawler for annual (biennial) AI conference papers☆10Dec 30, 2024Updated last year
- Implementation of the techniques presented in "Co-occurrence Feature Learning from Skeleton Data for Action Recognition" to recognize two…☆11Jul 22, 2019Updated 6 years ago
- A collection of papers and libraries for performing multi-agent optimization☆17Feb 7, 2026Updated last week
- Find and Meet KOLs on Facebook Taiwan president election Analisis by SNA and NLP☆12Dec 29, 2020Updated 5 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- ☆13Jul 26, 2021Updated 4 years ago
- ☆11Nov 25, 2019Updated 6 years ago
- ☆12Oct 16, 2024Updated last year
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆11Jun 16, 2023Updated 2 years ago
- ☆10Jun 5, 2021Updated 4 years ago
- ☆13Jun 17, 2024Updated last year
- Implementation of a differentially private generative adversarial network.☆11Nov 20, 2018Updated 7 years ago
- Language model implementation using PyTorch.☆13Feb 16, 2023Updated 3 years ago
- This repository contains the code, the dataset and the experimental results related to the paper "Vulnerabilities in AI Code Generators: …☆12Aug 5, 2024Updated last year
- This is a read-only mirror of the CRAN R package repository. AER — Applied Econometrics with R☆10Feb 9, 2026Updated last week
- This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…☆13Aug 23, 2022Updated 3 years ago
- ☆45Nov 10, 2019Updated 6 years ago
- The implementation of paper "Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks"☆13Jun 17, 2021Updated 4 years ago
- Repository for the UHF synthetic data project☆10Mar 24, 2023Updated 2 years ago
- THU-AIR 联邦学习隐私与安全☆13Jun 26, 2023Updated 2 years ago
- [UbiComp 2020] Intermittent Learning: On-Device Machine Learning on Intermittently Powered System☆10May 28, 2020Updated 5 years ago
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- Paper list of federated learning: About system design☆13Apr 13, 2022Updated 3 years ago
- ☆11Oct 18, 2022Updated 3 years ago
- ☆15Jun 1, 2020Updated 5 years ago