brighter-ai / awesome-privacy-papersLinks
Machine/deep learning papers that address the topic of privacy in visual data.
☆75Updated 2 years ago
Alternatives and similar repositories for awesome-privacy-papers
Users that are interested in awesome-privacy-papers are comparing it to the libraries listed below
Sorting:
- CelebA HQ Face Identity and Attributes Recognition using PyTorch☆39Updated last year
- ☆19Updated 5 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 2 years ago
- This code is the official implementation of WEvade.☆39Updated last year
- 😎 A curated list of awesome real-world adversarial examples resources☆59Updated 4 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆48Updated 3 years ago
- The official TensorFlow implementation for ICLR'22 Spotlight paper 'Responsible Disclosure of Generative Models Using Scalable Fingerprin…☆33Updated 2 years ago
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆42Updated 10 months ago
- Differentially Private Diffusion Models☆100Updated last year
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆48Updated 3 years ago
- InstaHide: Instance-hiding Schemes for Private Distributed Learning☆50Updated 4 years ago
- A curated list of awesome privacy preserving machine learning resources☆13Updated 5 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆50Updated 2 years ago
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆47Updated 5 years ago
- A library for running membership inference attacks against ML models☆148Updated 2 years ago
- ☆31Updated 9 months ago
- ☆44Updated last year
- ☆37Updated 3 years ago
- ☆57Updated last year
- ☆48Updated 4 years ago
- ☆40Updated last year
- ☆24Updated 3 years ago
- ☆41Updated 3 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 3 years ago
- This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), gi…☆33Updated last year
- Official PyTorch implementation of CIAGAN☆79Updated 4 years ago
- Code for ML Doctor☆91Updated 10 months ago
- Code for Visual Information Hiding Based on Obfuscating Adversarial Perturbations☆13Updated last year
- Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021☆22Updated 3 years ago
- Protect your machine learning models easily and securely with watermarking 🔑☆97Updated last year