Membership Inference Attacks and Defenses in Neural Network Pruning
☆28Jul 12, 2022Updated 4 years ago
Alternatives and similar repositories for mia_prune
Users that are interested in mia_prune are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 4 years ago
- ☆32Sep 2, 2024Updated 2 years ago
- ☆25Nov 14, 2022Updated 3 years ago
- ☆23Sep 17, 2024Updated 2 years ago
- ☆33Nov 27, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆45Sep 4, 2024Updated 2 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Aug 18, 2022Updated 4 years ago
- ☆16Apr 4, 2024Updated 2 years ago
- Membership Inference Attack Using Self Influence Functions☆14Dec 17, 2024Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆69Sep 11, 2021Updated 5 years ago
- 🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"☆35Aug 29, 2022Updated 4 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 3 years ago
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆46Apr 22, 2022Updated 4 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆17Dec 1, 2021Updated 4 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.
- ☆10Mar 20, 2023Updated 3 years ago
- ☆375Oct 8, 2026Updated 3 weeks ago
- ☆24Aug 28, 2026Updated 2 months ago
- ☆15May 5, 2026Updated 5 months ago
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆61May 12, 2019Updated 7 years ago
- ☆13Apr 12, 2022Updated 4 years ago
- ☆19Feb 22, 2023Updated 3 years ago
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated 2 years ago
- pytorch implements data enhancement and network regularization methods: cutmix, cutout, shakedrop, mixup, Label smoothing☆11Aug 19, 2021Updated 5 years ago
- AI Agents on 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.
- [2023, TIFS]☆12Mar 22, 2023Updated 3 years ago
- ☆13Jul 11, 2022Updated 4 years ago
- code for AAAI accepted paper Similarity Distribution based Membership Inference Attack on Person Re-Identification.☆11Sep 29, 2024Updated 2 years ago
- Python package to create adversarial agents for membership inference attacks againts machine learning models☆46Feb 12, 2019Updated 7 years ago
- Gaussian Membership Inference Privacy (NeurIPS 2023)☆12Jul 27, 2024Updated 2 years ago
- Code for AAAI 2021 Paper "Membership Privacy for Machine Learning Models Through Knowledge Transfer"☆11Apr 5, 2021Updated 5 years ago
- ☆13Jun 17, 2024Updated 2 years ago
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆27Sep 29, 2023Updated 3 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆86Nov 22, 2021Updated 4 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.
- Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)☆14Nov 8, 2024Updated last year
- Official Code of The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks[ICML2022]☆16Sep 20, 2022Updated 4 years ago
- [USENIX Security 2025] SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks☆23Sep 18, 2025Updated last year
- ☆13Sep 26, 2024Updated 2 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆47Nov 25, 2019Updated 6 years ago
- ☆17Oct 11, 2021Updated 5 years ago
- ☆27Aug 18, 2023Updated 3 years ago