Differential Privacy Protection against MembershipInference Attack on Machine Learning for Genomic Data
☆19Aug 4, 2020Updated 5 years ago
Alternatives and similar repositories for DP-MIA
Users that are interested in DP-MIA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Processed datasets that we have used in our research☆15Apr 30, 2020Updated 6 years ago
- ☆46Nov 10, 2019Updated 6 years ago
- ☆23Aug 15, 2022Updated 3 years ago
- A library for running membership inference attacks against ML models☆151Dec 8, 2022Updated 3 years ago
- This repo implements several algorithms for learning with differential privacy.☆110Dec 15, 2022Updated 3 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.
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- build vgg16 with pytorch 0.4.0 for classification of CIFAR datasets☆10Mar 31, 2019Updated 7 years ago
- A Mac OS menu bar app to geolocate an IP address.☆16Jul 13, 2026Updated last week
- [IJCAI'19] Nostalgic Adam: Weighting more of the past gradients when designing the adaptive learning rate☆12Dec 3, 2019Updated 6 years ago
- A repo to download and preprocess the Purchase100 dataset extracted from Kaggle: Acquire Valued Shoppers Challenge☆13Jun 21, 2021Updated 5 years ago
- ☆11Jan 18, 2021Updated 5 years ago
- Recreation of the DNA Sequence Classification Paper☆12Oct 27, 2016Updated 9 years ago
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 5 years ago
- ☆25Jan 20, 2019Updated 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.
- PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition☆11Mar 18, 2021Updated 5 years ago
- This project was done as a final project of the artificial vision course IMT-344 of the Mechatronics Engineering course of the Universida…☆11Sep 13, 2021Updated 4 years ago
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆21Apr 28, 2025Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆68Sep 11, 2021Updated 4 years ago
- ☆13Apr 12, 2022Updated 4 years ago
- These are my jupyter notebooks on ML & DL.☆13Mar 28, 2019Updated 7 years ago
- GitHub Self-Updating Repository Using GitHub Scheduled Actions☆17Updated this week
- Repository for the source code and adversarial samples of FoolHD☆18Jan 4, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for AAAI 2021 Paper "Membership Privacy for Machine Learning Models Through Knowledge Transfer"☆11Apr 5, 2021Updated 5 years ago
- This includes standard algorithms and Data Structures in Computer Science .☆13Dec 3, 2018Updated 7 years ago
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)☆29Jun 29, 2023Updated 3 years ago
- ACM CCS 2026 Between-Cycle Transparency Report☆17Apr 20, 2026Updated 3 months ago
- Dataset of 475000 faces from 530 faces (50x50 color) from facescrub☆19Aug 30, 2019Updated 6 years ago
- ☆16Aug 29, 2023Updated 2 years ago
- Image classification models on CIFAR10 dataset using pytorch☆15Mar 25, 2021Updated 5 years ago
- ☆12Jun 8, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion☆21Feb 4, 2019Updated 7 years ago
- Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco da…☆18Sep 28, 2020Updated 5 years ago
- ☆17Apr 3, 2018Updated 8 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Feb 9, 2025Updated last year
- 收录CS卷王的经典强(mai)者(ruo)语录☆10May 16, 2021Updated 5 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆202Nov 15, 2017Updated 8 years ago
- Public Repo for the paper "Overcoming The Spectral-Bias of Neural Value Approximation"☆11May 25, 2024Updated 2 years ago