README.md

---
title: Cybersecurity AI Platform
emoji: 🛡️
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.19.2
app_file: app.py
pinned: false
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

# Cybersecurity AI Platform

## Overview

The Cybersecurity AI Platform is a comprehensive solution designed to harness the power of advanced open-source AI models, including large language models (LLMs), small language models (SLMs), and cybersecurity-specific AI models available on the Hugging Face Hub. The platform provides robust capabilities for threat detection, anomaly detection, and vulnerability assessment, making it an essential tool for cybersecurity professionals.

## Features

- **Integration of advanced AI models**: Utilize state-of-the-art AI models such as `gpt-3`, `bert-base-uncased`, `roberta-large`, `distilbert-base-uncased`, `albert-base-v2`, `tinybert`, `cybersecurity-bert`, `malware-detection-bert`, and `phishing-detection-bert`.
- **User-friendly interface with Gradio**: Develop an intuitive and user-friendly interface using Gradio to interact with the AI models, providing various input options such as text, file uploads, and real-time data streams for analysis.
- **Real-time monitoring and alerting**: Implement real-time monitoring capabilities to continuously analyze network traffic and system logs for potential threats, with customizable alert thresholds and notification methods.
- **Modular architecture**: Implement a modular architecture to allow easy integration and updating of AI models, input processing modules, and alerting and monitoring modules.
- **Integration with external threat intelligence feeds**: Fetch real-time data on emerging threats, vulnerabilities, and attack patterns from external threat intelligence services and open-source platforms like MISP and OpenCTI.
- **User customization options**: Allow users to set specific thresholds for different types of alerts, customize notification methods, and enable or disable specific AI models based on their requirements.

## Setup and Deployment

To set up and deploy the Cybersecurity AI Platform on Hugging Face Spaces, follow these steps:

1. **Create a Hugging Face account**: Sign up for a Hugging Face account if you don't already have one.
2. **Set up a new Space**: Go to the Hugging Face Spaces page and create a new Space. Choose the appropriate template for your project (e.g., Gradio).
3. **Clone the repository**: Clone the `githubnext/workspace-blank` repository to your local machine.
4. **Install dependencies**: Ensure you have all the necessary dependencies installed, including Gradio and the required AI models from Hugging Face Hub.
5. **Develop the platform**: Implement the cybersecurity AI platform as described in the task, including integrating AI models, creating the Gradio interface, and setting up real-time monitoring and alerting.
6. **Test the platform**: Thoroughly test the platform to ensure it works as expected and meets the requirements.
7. **Push the code to Hugging Face**: Push your code to the newly created Space on Hugging Face. This will automatically deploy your platform.
8. **Monitor and maintain**: Regularly monitor the platform for any issues and update it as needed to ensure optimal performance and security.

## Usage Examples

### Interacting with the Platform using Gradio

The Gradio interface provides an intuitive and user-friendly way to interact with the Cybersecurity AI Platform. Here are some examples of how to use the platform:

1. **Text Input**: Enter text for analysis, such as threat intelligence reports, system logs, or email content. The platform will process the input and display the results, including visualizations and detailed reports.
2. **File Uploads**: Upload files for analysis, including log files, configuration files, or email attachments. The platform will analyze the files and provide insights into potential threats or vulnerabilities.
3. **Real-time Data Streams**: Input real-time data streams, such as network traffic, for continuous monitoring and analysis. The platform will provide real-time alerts and visualizations to help you stay on top of potential threats.

### Customizing the Platform

The Cybersecurity AI Platform offers various customization options to meet your specific security requirements:

- **Alert Settings**: Set specific thresholds for different types of alerts and customize notification methods such as email, SMS, and in-app notifications.
- **Input Processing**: Customize input processing settings for different input options, including text, file uploads, and real-time data streams.
- **AI Model Selection**: Enable or disable specific AI models based on your requirements and configure model-specific settings such as confidence thresholds and analysis parameters.

By leveraging the power of advanced AI models and providing a user-friendly interface, the Cybersecurity AI Platform aims to enhance your cybersecurity capabilities and help you stay ahead of emerging threats.