PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.
☆284Apr 1, 2026Updated last month
Alternatives and similar repositories for PipelineDP
Users that are interested in PipelineDP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆547Mar 27, 2026Updated last month
- Google's differential privacy libraries.☆3,312Updated this week
- Diffprivlib: The IBM Differential Privacy Library☆911Sep 17, 2025Updated 7 months ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆415Updated this week
- ☆17Oct 14, 2025Updated 6 months 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.
- Readings in Differential Privacy☆18Jan 2, 2024Updated 2 years ago
- A library for running Functional Encryption on tensors☆45Jan 5, 2021Updated 5 years ago
- ☆32Sep 16, 2022Updated 3 years ago
- Swift wrapper for Google's Differential Privacy Project☆12May 8, 2020Updated 5 years ago
- Federated Learning on HyperLedger Aries☆21Jun 22, 2022Updated 3 years ago
- Github mirror of "analytics/refinery" - our actual code is hosted with Gerrit (please see https://www.mediawiki.org/wiki/Developer_access…☆19Apr 29, 2026Updated last week
- Training PyTorch models with differential privacy☆1,922Apr 10, 2026Updated 3 weeks ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆25May 30, 2019Updated 6 years ago
- Library for training machine learning models with privacy for training data☆2,012Updated this week
- 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.
- Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)☆11Aug 31, 2020Updated 5 years ago
- Trusted execution experiments with Intel SGX☆11Jun 17, 2020Updated 5 years ago
- Source code for the Observatory of Anonymity☆10Dec 5, 2022Updated 3 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆711Apr 26, 2025Updated last year
- Everything you need to know to contribute to OpenMined!☆217Jan 21, 2024Updated 2 years ago
- Deliberate experimental Rust implementation of Syft☆12May 20, 2021Updated 4 years ago
- Perform data science on data that remains in someone else's server☆9,881Jul 15, 2025Updated 9 months ago
- Code repo for the paper "Privacy-aware Compression for Federated Data Analysis".☆18May 31, 2023Updated 2 years ago
- Instant search for and access to many datasets in Pyspark.☆34Oct 6, 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.
- ☆42Sep 6, 2023Updated 2 years ago
- A library for doing homomorphic encryption operations on tensors☆1,010Feb 27, 2026Updated 2 months ago
- A privacy preserving NLP framework☆198May 14, 2023Updated 2 years ago
- A program to automatically infer differential privacy properties of your julia source code.☆13May 12, 2022Updated 3 years ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆169Apr 24, 2026Updated last week
- ☆37Mar 16, 2022Updated 4 years ago
- SAP Security Research sample code to reproduce the research done in our paper "Comparing local and central differential privacy using mem…☆19May 7, 2024Updated last year
- Code to statistically up-weight conversion values of consenting customers to feed up to 100% of the factual conversion values back into G…☆26Jan 12, 2026Updated 3 months ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33May 18, 2021Updated 4 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.
- A framework for Privacy Preserving Machine Learning☆1,643Nov 23, 2024Updated last year
- Tools and service for differentially private processing of tabular and relational data☆294Apr 21, 2026Updated 2 weeks ago
- An implementation of "Data Synthesis via Differentially Private Markov Random Fields"☆15Apr 2, 2024Updated 2 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆56Jul 24, 2023Updated 2 years ago
- PriMIA: Privacy-preserving Medical Image Analysis☆137May 1, 2023Updated 3 years ago
- The official Syft worker for secure on-device machine learning☆89Aug 20, 2021Updated 4 years ago
- Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters☆152Apr 29, 2026Updated last week