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phishing-detection-ext's Introduction

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Table of Contents
  1. About The Project
  2. Getting Started
  3. Roadmap
  4. Contributing

About The Project

No Phishing is an advanced browser extension using artificial intelligence to detect phishing threats with 91% accuracy in real time and provides instant notifications about potential phishing threats. It's very easy to install and operate, providing a seamless browsing experience. It's designed for Google Chrome to enhance online security for both individuals and businesses.

Disclaimer

This extension is intended as a supplementary tool for online safety. While it demonstrates high accuracy, it is not infallible. As the developer, I am not a certified cybersecurity professional, and the extension could make errors. Users are advised to exercise caution and judgment. By using "No Phishing," you acknowledge and accept responsibility for your online safety.

Built With

  • Python
  • JavaScript
  • HTML
  • Jupyter
  • Pandas
  • NumPy
  • Tensorflow
  • Keras
  • Google Chrome
  • VScode

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Getting Started

  1. Clone the repo
    git clone https://github.com/cprite/phishing-detection-ext.git
  2. Install the required dependencies
    pip install -r requirements.txt
  3. Load the extension in Google Chrome
    • Open Google Chrome and navigate to chrome://extensions/.
    • Enable Developer mode by toggling the switch in the top-right corner.
    • Click on Load unpacked button.
    • Navigate to the directory where you cloned the phishing-detection-ext repository and select it.
    • The extension should now appear in your list of installed extensions.
  4. Activate the extension
    • Once installed, you'll see the extension's icon in the Chrome toolbar.
    • Click on the icon to turn ON the extension.
    • Before using the extension, start the local server by navigating to the project's root directory in the command line:
      cd path/to/repo/phishing-detection-ext
      python main.py
  5. Ready to Go!
    • You are now all set to surf the internet safely with the "No Phishing" extension.
    • The extension will run in the background, monitoring websites you visit for potential phishing threats.
    • Stay safe and feel free to report any suspicious sites or activities you encounter.
    • Remember, your web safety is enhanced, but always stay vigilant while browsing.

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Roadmap

  • Create Demo Version

    • Description: Developed a demo version of the extension for initial testing and feedback.
  • Self-Learning Capabilities

    • Description: Implementation of a self-learning mechanism to improve the accuracy of the prediction model based on user reports.
  • Deployment on Cloud

    • Description: Plan to deploy the backend services of the extension to a cloud platform for enhanced speed, reliability and scalability.
  • Deployment on Chrome Web Store

    • Description: Prepare and submit the extension to the Chrome Web Store for public availability and easy installation by users.

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Contributing

Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated.

If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement". Don't forget to give the project a star! Thanks again!

  1. Fork the Project
  2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
  3. Commit your Changes (git commit -m 'Add some AmazingFeature')
  4. Push to the Branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

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phishing-detection-ext's People

Contributors

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Stargazers

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Watchers

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