README.md

metadata

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.