MultiFactor Authentication Project

This repository contains various scripts and tools for context and adaptive multi-factor authentication, data processing, and machine learning. The project is organized into several directories, each serving a specific purpose.

Directory Structure

. ├── AndroidDocker/ │ ├── Dockerfile │ ├── multifactorapp.apk │ ├── phone.sh │ └── refer.py ├── csvtomysql/ │ ├── convert.py │ └── data/ ├── DataGen/ │ ├── Dockerfile │ ├── endpoint.py │ ├── main.py │ ├── requirements.txt │ └── similar.py ├── Docker/ │ ├── data/ │ ├── Dockerfile │ ├── face.py │ ├── feature_extraction.py │ ├── GetData.py │ ├── parameters.py │ ├── preprocess.py │ ├── README.md │ ├── requirements.txt │ ├── voice_auth_model_cnn/ │ ├── voice_auth.py │ ├── voice.py │ └── voiceface.py ├── Executable/ │ └── build/ ├── Kubernetes/ ├── LogDocker/ ├── MultiFactorApp/ ├── ProtegeScripting/ ├── README.md └── vms.txt

Directories and Files

AndroidDocker

Contains Docker-related files for building and running the Android multi-factor authentication app inside of a docker container.

• Dockerfile: Docker configuration file.
• multifactorapp.apk: The Android application package.
• phone.sh: Shell script for phone-related operations.

csvtomysql

Scripts for converting CSV data to MySQL database.

• convert.py: Script to convert CSV files to MySQL.
• data/: Directory containing CSV data files.

DataGen

Container for data generation and processing from the android container.

• Dockerfile: Docker configuration file.
• endpoint.py: Script for handling endpoints.
• main.py: Main script for data generation.
• requirements.txt: Python dependencies.
• similar.py: Script for finding similar data.

Docker

Contains Docker-related files and scripts for various data processing and machine learning tasks.

• Dockerfile: Docker configuration file.
• face.py: Script for face recognition.
• feature_extraction.py: Script for feature extraction.
• GetData.py: Script for data retrieval.
• parameters.py: Script for handling parameters.
• preprocess.py: Script for data preprocessing.
• README.md: Documentation for the Docker directory.
• requirements.txt: Python dependencies.
• voice_auth_model_cnn/: Directory containing voice authentication model files.
• voice_auth.py: Script for voice authentication.
• voice.py: Script for voice-related operations.
• voiceface.py: Script for combined voice and face recognition.

Executable

Contains build files for the windows executable version of the multifactor application.

• build/: Directory containing build files.

Kubernetes

Contains Kubernetes configuration files to run the logging container, data generation container, authentication container, and the android container.

LogDocker

Contains Docker-related files for logging from the data generation container.

MultiFactorApp

Contains the multi-factor authentication application and mobile files.

ProtegeScripting

Contains scripts for converting csv into Protege ontology management.

vms.txt

Contains information about virtual machines.

Getting Started

Prerequisites

• Docker
• Python 3.11
• MySQL

Installation

1. Clone the repository: git clone https://github.com/WomackBaker/MultiFactor.git cd multifactor-authentication

Usage

1. Run the container inside of kubernetes:

   kubectl apply -f ./android.yaml -f auth.yaml -f gen.yaml -f log.yaml