Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.
☆31Dec 20, 2025Updated 9 months ago
Alternatives and similar repositories for Laplace-and-Exponential-mechanisms-for-privacy
Users that are interested in Laplace-and-Exponential-mechanisms-for-privacy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python implementation of differential privacy using Laplace mechanism☆11Apr 13, 2026Updated 5 months ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆11Feb 13, 2020Updated 6 years ago
- This repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"☆28Oct 3, 2022Updated 3 years ago
- A concise primer on Differential Privacy☆29Jun 24, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Applying differential privacy to movie recommendation system to guarantee the privacy of individual user ratings.☆11Nov 15, 2017Updated 8 years ago
- Differential private machine learning☆200Feb 10, 2022Updated 4 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 4 years ago
- 测试大模型自动生成测试用例☆16Aug 20, 2024Updated 2 years ago
- Fuzzy document finding in Ruby☆23Nov 15, 2025Updated 10 months ago
- privacy preserving deep learning☆15Sep 11, 2017Updated 9 years ago
- Useful tools for differential privacy☆218Sep 11, 2022Updated 4 years ago
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆12Sep 7, 2018Updated 8 years ago
- An algorithm for finding people in different databases using fuzzy name matching☆27Jan 13, 2021Updated 5 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.
- This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…☆13Aug 23, 2022Updated 4 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Mar 1, 2018Updated 8 years ago
- 集成 activiti 5.22.0 到 Jeecg Boot 2.4.2☆15Mar 30, 2022Updated 4 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆86Sep 2, 2024Updated 2 years ago
- Julia package for transfer operator spectral methods☆11Aug 14, 2024Updated 2 years ago
- Image Encryption Algorithm implementation using AES and Visual Cryptography☆12Aug 20, 2020Updated 6 years ago
- 基于DDD架构设计的大语言模型服务平台，使用了个人开发的chatgpt-sdk-java与chatglm-sdk-java服务会话SDK进行请求应答，整体项目分层清晰，综合运用策略，工厂，模板等设计模式编写代 码，代码逻辑清晰☆10Mar 26, 2024Updated 2 years ago
- 修复fastcoll适应新版本boost，提供fastcoll完整功能。g++可以正常编译并提供Makefile文件☆33Apr 25, 2022Updated 4 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆10Sep 30, 2017Updated 8 years ago
- Image Encryption using Chaos Mapping, Genetic Algorithms & Matrix Manipulations☆13Oct 25, 2019Updated 6 years ago
- DiffieHellman, Elgamal, ECDSA & STS with elliptic curve in python☆20Aug 25, 2016Updated 10 years ago
- Differentially private learning on distributed data (NIPS 2017)☆12Dec 5, 2017Updated 8 years ago
- Probabilistic Forecasting with Temporal Convolutional Neural Network☆11Nov 7, 2019Updated 6 years ago
- Experiments on using ChatGPT for failure mode classification☆12Sep 20, 2023Updated 3 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆49Aug 30, 2022Updated 4 years ago
- This repository provides a summarization of recent empirical studies/human studies that measure human understanding with machine explanat…☆14Jul 24, 2024Updated 2 years ago
- The Matlab Code for the AISTATS 2015 paper "Learning Deep Sigmoid Belief Network with Data Augmentation"☆13Sep 20, 2015Updated 11 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.
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆79Nov 6, 2025Updated 10 months ago
- This is face-recognition base web registration and Login system.☆11Jun 3, 2020Updated 6 years ago
- DP-BART for Privatized Text Rewriting under Local Differential Privacy☆18Oct 28, 2024Updated last year
- Model that will recognize whether a person wear a mask on his face or not / young or old person☆16Aug 4, 2020Updated 6 years ago
- Ethereum DApp that demonstrates a Coffee Supply Chain flow.☆14Feb 9, 2019Updated 7 years ago
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆63Jun 16, 2020Updated 6 years ago
- Final project for Lesson 6: Differential privacy for deep learning in the Facebook and Udacity Secure and Private AI scholarship nanodeg…☆22Oct 14, 2019Updated 6 years ago