Quantifying Differential Privacy under Temporal Correlations
☆12May 13, 2023Updated 2 years ago
Alternatives and similar repositories for TPL
Users that are interested in TPL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ConTPL: Controlling Temporal Privacy Leakage in Streaming Data Release with Differential Privacy☆10Sep 7, 2018Updated 7 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆27Oct 15, 2020Updated 5 years ago
- 本项目实现自《差分隐私下满足一致性的轨迹流量发布方法》,作者蔡剑平☆12Sep 2, 2019Updated 6 years ago
- Differential Privacy Testing System☆22Apr 24, 2020Updated 5 years ago
- AttriRank - Unsupervised Ranking using Graph Structures and Node Attributes☆22Nov 15, 2017Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for computing tight guarantees for differential privacy☆23Mar 3, 2023Updated 3 years ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆23Aug 12, 2020Updated 5 years ago
- ☆34Oct 12, 2022Updated 3 years ago
- A PyTorch implementation of paper "Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering"☆11Aug 25, 2020Updated 5 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
- Statistical Counterexample Detector for Differential Privacy☆28Apr 4, 2024Updated last year
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆25May 30, 2019Updated 6 years ago
- Multi-Level DBSCAN: A Hierarchical Density-Based Clustering Method for Analyzing Molecular Dynamics Trajectories☆13Dec 6, 2020Updated 5 years ago
- A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.☆23May 26, 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.
- code for 'Differential Location Privacy for Sparse Mobile Crowdsensing' at ICDM'16☆47Jan 19, 2017Updated 9 years ago
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 2 years ago
- This repository is the code implementing some classic algorithms in co-location pattern minning.☆13May 9, 2014Updated 11 years ago
- a codebase for multi label classification with PyTorch.☆15Nov 23, 2022Updated 3 years ago
- Differentially Private Clustering in High-Dimensional Euclidean Spaces☆12Dec 30, 2017Updated 8 years ago
- Use Tverberg point and centerpoint to achieve fault-tolerant multi-robot consensus☆13Apr 8, 2021Updated 4 years ago
- Utility-aware synthesis of differentially private and attack-resilient location traces☆25Jan 20, 2019Updated 7 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Utility-based AI library written in Haxe☆12Dec 15, 2021Updated 4 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.
- Differential private machine learning☆201Feb 10, 2022Updated 4 years ago
- ☆11Nov 27, 2024Updated last year
- An Android app for the paranoids capable of remote SMS based device locking/wiping, faking the GPS and disabling the device cameras.☆11Dec 25, 2020Updated 5 years ago
- an example of how to handle the gowalla check in dataset☆14May 25, 2017Updated 8 years ago
- 百度商业AI技术创新大赛赛道二:广告图片描述生成 Rank3方案分享☆11Oct 9, 2024Updated last year
- Attributed graph datasets with ground truth clusters☆12Aug 9, 2022Updated 3 years ago
- Code for NIPS'2017 paper☆51Jul 16, 2020Updated 5 years ago
- Python package to create a report for mobility data with differential privacy guarantees.☆15Sep 18, 2024Updated last year
- Code accompanying the paper "Disparate Impact in Differential Privacy from Gradient Misalignment".☆11Apr 4, 2023Updated 2 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.
- A list of papers using/about Federated Learning especially malicious client and attacks.☆12Aug 22, 2020Updated 5 years ago
- Python implementation of differential privacy using Laplace mechanism☆11Aug 9, 2022Updated 3 years ago
- Tina's personal website:)☆10Nov 3, 2020Updated 5 years ago
- Jasmine "lnishan" Chen's Curriculum Vitae (CV) in Markdown☆10May 23, 2018Updated 7 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆51Oct 7, 2018Updated 7 years ago
- Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.☆18Mar 3, 2024Updated 2 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Feb 13, 2020Updated 6 years ago