An Industrial Grade Federated Learning Framework
-
Updated
Nov 19, 2024 - Python
#
privacy-preserving
Here are 52 public repositories matching this topic...
A unified framework for privacy-preserving data analysis and machine learning
machine-learning data-analysis homomorphic-encryption differential-privacy privacy-preserving federated-learning trusted-execution-environment private-set-intersection split-learning secure-multiparty-computation confidential-computing
-
Updated
Jul 21, 2025 - Python
Differential private machine learning
survey differential-privacy privacy-preserving differentially-private differential-privacy-learning dpsgd differential-privacies
-
Updated
Feb 10, 2022 - Python
My Privacy DNS #Matrix lists for blacklisting
privacy malware anti-malware security-hardening information-security dns-record network-security security-tools antimalware privacy-online privacy-protection safe-browsing privacy-tools safebrowsing rpz privacy-preserving malware-protection privacy-by-design phishing-protection response-policy-zone
-
Updated
Aug 17, 2025 - Python
A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
-
Updated
Aug 28, 2024 - Python
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
machine-learning privacy netflow pcap time-series tensorflow generative-adversarial-network gan gans netflow-v9 differential-privacy netflow-data synthetic-data privacy-preserving synthetic-dataset-generation pcap-generator synthetic-data-generator differential-privacy-deep-learning synthetic-data-generation gans-models
-
Updated
Oct 8, 2023 - Python
Privacy -preserving Neural Networks
machine-learning research homomorphic-encryption research-paper multi-party-computation privacy-preserving
-
Updated
Dec 21, 2018 - Python
Python implementation of anonymous linkage using cryptographic linkage keys
-
Updated
May 18, 2024 - Python
personal implementation of secure aggregation protocol
-
Updated
Feb 6, 2024 - Python
pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.
data-science open open-data datascience anonymity data-analysis data-privacy anonymization privacy-preserving k-anonymity l-diversity t-closeness
-
Updated
Aug 12, 2025 - Python
Get usage metrics and crash reports for your API, library, or command line tool.
javascript python go golang library privacy crash-reporting analytics telemetry crash-reports usage polyglot gdpr usage-reports privacy-protection privacy-preserving gdpr-compliant gdpr-consent
-
Updated
Jul 13, 2023 - Python
Anonymizing Library for Apache Spark
apache-spark apache differential-privacy privacy-preserving k-anonymity l-diversity t-closeness mondrian-anonymization clustering-anonymization
-
Updated
Nov 9, 2023 - Python
This is a proof-of-concept implementation of the framework proposed by [Alves and Aranha 2018] with the purpose of offering a wrapper on MongoDB's Python driver that enables a application to store and query encrypted data on the database.
-
Updated
Jan 15, 2018 - Python
Inference demo and evaluation scripts for the MICCAI-2019 paper "Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images"
colab human-pose-estimation privacy-preserving depth-images operating-room low-resolution-data depthpose
-
Updated
May 23, 2025 - Python
Differential Privacy Guide
machine-learning awesome privacy deep-learning decentralized decentralization differential-privacy privacy-enhancing-technologies awesome-resources privacy-protection decentralized-applications privacy-preserving privacy-preserving-machine-learning
-
Updated
Jan 9, 2022 - Python
📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.Sc. thesis at the University of Athens, Greece.
privacy mpc decision-trees histograms privacy-preserving privacy-preserving-machine-learning privacy-preserving-analytics smpc-analytics
-
Updated
Dec 5, 2023 - Python
machine-learning privacy biometrics face-recognition privacy-preserving incremental-variable-elimination similarity-sensitive-noise
-
Updated
Jun 10, 2020 - Python
Sprite AI - An AI companion for your desktop
cat multilingual ai local offline offline-first tts assistant openai localhost stt cute privacy-preserving wakeword wakeword-activation toghether llm llamacpp ollama
-
Updated
Feb 23, 2025 - Python
A general-purpose privacy-preserving Analytics platform!
-
Updated
Mar 27, 2019 - Python
FedAnil is a secure blockchain-enabled Federated Deep Learning Model to address non-IID data and privacy concerns. This repo hosts a simulation for FedAnil written in Python.
blockchain accuracy homomorphic-encryption privacy-preserving federated-learning privacy-preserving-machine-learning poisoning-attacks non-iid-data inference-attacks intelligent-enterprises
-
Updated
May 26, 2024 - Python
Improve this page
Add a description, image, and links to the privacy-preserving topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the privacy-preserving topic, visit your repo's landing page and select "manage topics."