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+# PiHE: Homomorphic Encryption for Secure Data Processing
+
+PiHE is a project that implements homomorphic encryption (HE) to enable secure data processing on the Pi Network. HE allows computations to be performed directly on encrypted data, ensuring the confidentiality and integrity of sensitive information.
+
+# Overview
+
+PiHE facilitates the development of secure data-driven applications, such as decentralized finance (DeFi) and healthcare solutions. By leveraging homomorphic encryption, PiHE enables secure data processing without compromising the privacy and security of sensitive information.
+
+# Directory Structure
+
+- crypto/: Cryptographic functions and utilities
+- key_manager.py: Key management functions
+- homomorphic_encryption.py: Homomorphic encryption functions
+- models/: Machine learning models and algorithms
+- model.py: Model class for homomorphic encryption-based machine learning
+- servers/: Server-side implementation for homomorphic encryption-based machine learning
+- server.py: Server class for receiving and processing encrypted data
+- clients/: Client-side implementation for homomorphic encryption-based machine learning
+- client.py: Client class for encrypting and sending data to the server
+- logging.py: Logging configuration and utilities
+- main.py: Main entry point for the PiHE project
+
+# Getting Started
+
+1. Clone the repository: git clone https://github.com/KOSASIH/pi-nexus-autonomous-banking-network/tree/main/projects/PiHE
+2. Install dependencies: pip install -r requirements.txt
+3. Run the main script: python main.py
+
+# Contributing
+
+Contributions are welcome! Please submit pull requests to the main branch.
+
+# License
+
+PiHE is licensed under the Apache 2.0 License. See LICENSE for details.
+
+# Acknowledgments
+
+PiHE is built on top of the Pi Network and utilizes various open-source libraries and frameworks. We acknowledge the contributions of the Pi Network community and the open-source community at large.