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…☆382Sep 2, 2025Updated 6 months ago
- ☆80May 22, 2022Updated 3 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
- ☆34Oct 12, 2022Updated 3 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.
- GenDB, an LLM-Powered Generative Query Engine Built for the Future☆51Updated this week
- This repo provide code for paper "FedCBO: Reaching Consensus in Clustered Federated Learning through Consensus-based Optimization".☆11May 4, 2023Updated 2 years ago
- ☆16Dec 11, 2023Updated 2 years ago
- tweet sentiment extraction of kaggle competition☆12Jul 2, 2020Updated 5 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 3 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 3 years ago
- ☆12Jan 5, 2023Updated 3 years ago
- Differentially-private transformers using HuggingFace and Opacus☆147Aug 28, 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.
- ☆14Dec 13, 2022Updated 3 years ago
- 一个 GPT-2 模型。致谢：https://github.com/Morizeyao/GPT2-Chinese☆12Apr 22, 2021Updated 4 years ago
- levelDB key/value database in Rust.☆11Nov 13, 2021Updated 4 years ago
- A codebase that makes differentially private training of transformers easy.☆185Dec 9, 2022Updated 3 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆20May 26, 2025Updated 10 months ago
- ☆16Mar 16, 2021Updated 5 years ago
- scRNA数据分析中文教程☆11Jul 29, 2019Updated 6 years ago
- ☆12Dec 10, 2020Updated 5 years ago
- ☆16Aug 25, 2021Updated 4 years ago
- 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.
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆46Nov 28, 2022Updated 3 years ago
- [CCS-LAMPS'24] LLM IP Protection Against Model Merging☆16Oct 14, 2024Updated last year
- The code of "dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis"☆23Apr 5, 2024Updated last year
- Canonical repository https://git.dbogatov.org/bu/ore-benchmark/Project-Code☆20Dec 8, 2022Updated 3 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆12Sep 6, 2023Updated 2 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
- A PyTorch based repository for Federate Learning with Differential Privacy☆17Mar 3, 2023Updated 3 years ago
- An implementation of Deep Learning with Differential Privacy☆26Mar 25, 2023Updated 3 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
- 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.
- DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting☆15Apr 27, 2023Updated 2 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆16Sep 4, 2024Updated last year
- Code for paper "The Philosopher’s Stone: Trojaning Plugins of Large Language Models"☆28Sep 11, 2024Updated last year
- Secure and utility-aware data collection with condensed local differential privacy☆17Apr 13, 2020Updated 5 years ago
- fabric blockchain with medical data using privacy preserving technology☆11Dec 10, 2020Updated 5 years ago
- ☆13Nov 21, 2025Updated 4 months ago