Popular GitHub Repositories for Encrypted

Run AI models end-to-end encrypted.

IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search.

A Framework for Encrypted Machine Learning in TensorFlow

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

VULNRΞPO - Free vulnerability report generator and repository, end-to-end encrypted! Templates of issues, CWE,CVE,MITRE ATT&CK,PCI DSS, import Nmap/Nessus/Burp/OpenVAS/Bugcrowd/Trivy, Jira export, TXT/JSON/MARKDOWN/HTML/DOCX, attachments, automatic changelog, stats, vulnerability management, bugbounty, local ai/llm, super fast pentest reporting!

CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E

Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning

A privacy preserving NLP framework

Kurpod is an encrypted file storage system with plausible deniability features. It's self-hosted, open source.

Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)

LLM steganography with minimum-entropy coupling - Hiding encrypted messages in natural language.

End-to-end encrypted, ephemeral, self-hosted terminal chat — no accounts, no history, no cloud.

This is an encrypted Angular 19 PWA messenger application with an AI friend that can work offline and has a reactive Spring Boot 3 backend with a MongoDB to store the messages in a clean architecture. With a Kubernetes setup. Structurizr is used for C4 diagrams.

AutoML4ETC, a tool to automatically design efficient and high-performing neural architectures for encrypted traffic classification.

The project showcasing federated learning of model and testing on encrypted data and model

本项目利用机器学习算法，结合可解释人工智能 (XAI) 技术，对加密网络流量进行异常检测。我们采用 SHAP (SHapley Additive Explanations) 方法来解释模型的决策，提高恶意活动检测的透明度。该系统旨在识别加密流量中的可疑模式。

Encrypted AI Character Chat

Implementations notebooks and scripts of secured and private ai scholarship challenge from facebook.

Offline AI assistant plugin for Obsidian using encrypted local LLM models.

Command-line utility for Remote Shell, Remote AI Prompt, Chat and File Transfer, that reads and writes encrypted data across peer-to-peer or broadcast audio connections, using minimodem and gpg