Fault-tolerant secure multiparty computation in Python.

The Gretel Python Client allows you to interact with the Gretel REST API.

A Python Package for NLP obfuscation using Differential Privacy

A simplified library for decentralized, privacy preserving machine learning

This repository contains the code and data for the text anonymization enhancement method presented in B. Manzanares-Salor, D. Sánchez, Enhancing text anonymization via re-identification risk-based explainability, Submitted, 2024.

This project aims to develop a privacy-preserving federated learning framework to enhance data security, model reliability, and fair incentivization in urban sensing applications.

This repository contains the code and data for the text re-identification attack presented in B. Manzanares-Salor, D. Sánchez, P. Lison, Evaluating the disclosure risk of anonymized documents via a machine learning-based re-identification attack, Data Mining and Knowledge Discovery, 2024.

FPE - Format Preserving Encryption with FF3 in Python

Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings

MPyC: Multiparty Computation in Python

This is the implementation of the LBS-owned entities that are employed to realize a privacy-enhaning scheme for LBS users as it is described in my master's degree thesis.

Event log preprocessing for privacy-aware process discovery

Anonymises data inside text files and in sheet files. It recognises and removes various sorts of personally identifiable information (PII). Each removed part is replaced with a suitable generic text, depending on the type of removed data. Currently English and Russian languages are supported. Russian works both with Cyrillic and Latin characters.

Transform your online presence with advanced traffic obfuscation script! Seamlessly mimic diverse and legitimate browsing patterns using randomization. Protect your privacy and obscure your actual web traffic effortlessly and effectively.

Privacy friendly voice control for the Candle Controller / WebThings Gateway, with fully local AI assistant

the safest place to reach out

A Python library for anonymous data science and analytics that uses differential privacy (DP) and similar privacy-enhancing technologies to protect personal or sensitive data.

CipherEmoji is a custom emoji base-n character set with encryption. Communicate privately with emojis!

Privkit is a privacy toolkit that provides methods for privacy analysis. It implements different data types, privacy-preserving mechanisms, attacks, and privacy/utility metrics.

This repository contains code and data for "Tik-Tok: The Utility of Packet Timing in Website Fingerprinting Attacks" paper, published in PETS 2020.