DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release (VLDB' 2024)
☆27Jan 25, 2025Updated last year
Alternatives and similar repositories for DPSUR
Users that are interested in DPSUR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆388Sep 2, 2025Updated 10 months ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆17Aug 2, 2024Updated last year
- ☆80May 22, 2022Updated 4 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆27Mar 19, 2025Updated last year
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆20Dec 10, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆35Oct 12, 2022Updated 3 years ago
- 联邦学习隐私保护综述☆37Oct 15, 2021Updated 4 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆21Jul 25, 2023Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆423Oct 26, 2024Updated last year
- tweet sentiment extraction of kaggle competition☆12Jul 2, 2020Updated 6 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- ☆13Oct 21, 2020Updated 5 years ago
- A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.☆19Aug 12, 2020Updated 5 years ago
- 利用BERT预训练模型进行文本生成,可用于对话、摘要、问题生成等任务。 目前支持策略,词表的插入和删除、自定义Character Embedding、随机词替换等☆10Jun 1, 2022Updated 4 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.
- ☆12Jan 5, 2023Updated 3 years ago
- Differentially-private transformers using HuggingFace and Opacus☆149Aug 28, 2024Updated last year
- ☆15Dec 7, 2023Updated 2 years ago
- 一个 GPT-2 模型。致谢:https://github.com/Morizeyao/GPT2-Chinese☆12Apr 22, 2021Updated 5 years ago
- A codebase that makes differentially private training of transformers easy.☆190Dec 9, 2022Updated 3 years ago
- Implementation of dp-based federated learning framework using PyTorch☆322Jan 3, 2026Updated 6 months ago
- Verifiable Forward Secure SSE scheme☆10Mar 9, 2020Updated 6 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆20May 26, 2025Updated last year
- scRNA数据分析中文教程☆11Jul 29, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of IM-DSSE framework (IEEE TSC'19)☆11Feb 11, 2020Updated 6 years ago
- Fast Cardinality Estimation of Multi-Join Queries Using Sketches☆16Feb 29, 2024Updated 2 years ago
- ☆79May 28, 2022Updated 4 years ago
- ☆16Aug 25, 2021Updated 4 years ago
- 基于netty实现的一个数据库代理服务,可用作动态脱敏系统☆12Feb 16, 2022Updated 4 years ago
- [CCS-LAMPS'24] LLM IP Protection Against Model Merging☆16Oct 14, 2024Updated last year
- Conditional SeqGAN for generating text conditioned on certain sentiment. Stanford Sentiment Treebank. CS 224U Final Project☆13Jun 9, 2018Updated 8 years ago
- 几种GAN模型用于文本生成☆13Oct 16, 2019Updated 6 years ago
- Research code that accompanies the paper FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity.☆21Aug 30, 2023Updated 2 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.
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆19Mar 3, 2023Updated 3 years ago
- An implementation of Deep Learning with Differential Privacy☆27Mar 25, 2023Updated 3 years ago
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆21Sep 25, 2023Updated 2 years ago
- 爬取热门网站的热榜,集中展示;Integrate and display hot billboard or ranked topic from hot Chinese websites☆13Oct 10, 2019Updated 6 years ago
- ☆12May 29, 2024Updated 2 years ago
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆17Sep 4, 2024Updated last year