FindPhish: Phishing Detection System

This phishing detection system using State-of-the-Art Artificial Intelligence and Machine Learning and this extension aims to detect phishing websites and warn the user. It is built with a objective of privacy, so that the extension is developed to protect users from potential phishing attacks. With the Anti-Phishing Extension, users can easily check the safety of the websites they visit.

Features

• Real-Time Website Scanning: The extension scans the websites visited by the user in real-time.
• Real-Time User Notifications: The extension alerts the users through the email and chrome notifications when the visited website is phishing in real-time.
• User Customizable Settings: The user can activate/deactivate the toggle buttons for various features.
• Performs static analysis.
• Uses caching to reduce time by saving the status/verdict of last check.

Extension Overview

The Anti-Phishing Extension is designed to serve as a primary defense line against malicious phishing websites for users. Incorporating a mix of real-time website scanning and an updated blacklist check, the extension strives to provide a seamless and secure browsing experience.

How it Works

1. Real-Time Scanning:

   • Once a webpage is accessed, the extension immediately begins its scanning process in the background.
   • It evaluates the structure of the website, domain details, and other metadata to determine its authenticity.

2. User Notification and Blockage:

   • Should the website be flagged as suspicious, an overlay alert system is activated. This overlay will cover the entire website, preventing the user from interacting with potentially harmful content.
   • This ensures that users do not accidentally engage in potentially harmful activities, such as interacting with fake crypto wallets or entering sensitive information like credit card details.
   

3. Active/Inactive Toggle:

   • The extension comes with a toggle button allowing users to activate or deactivate its functionality as per their needs.
   • By toggling the extension to the inactive state, it will cease its scanning and alert processes until reactivated.

Webpage Overview

The Phishing Detection Website is designed to provide user to know about the URL/IP with all details and users can report the phishing, malcious or suspicious URL/IP.

How it Works

1. Checking URL/IP:

   • Users can get all the detail about URL/IP by simply inputing the URL/IP addresses.
   • The details can be helpfull to prevent the users from interacting with potentially harmful content.

2. Reporting Domains:

   • Users can report or blacklist the various domains like URL/IP which phishing, malicious or suspicious.

3. User Queries:

   • The users can directly contact with the experts who are related to cyber security.

Directory Structure

• frontend/: This directory holds the source code for the Chrome extension.
• phish_api/: This directory holds the source code for the backend of the extension and Phishing detection website.

Installation

Manually

1. Clone the repository to your local machine.

   git clone https://github.com/NikhilAMathew/Phishing.git

2. Open chrome://extensions/ page in your Chrome browser.
3. Enable "Developer mode" in the top right corner.
4. Click on "Load unpacked" and select the frontend/ directory from the cloned repository.
5. The Extension should now be installed and active in your browser.

Usage

Run a flask server in the folder phish_api/

python app.py

Once the Extension is successfully installed, it will be active in your browser. The websites you visit will be automatically scanned, and you will receive alerts if a website is phishing.

Contact

If you have any questions about my project, you can reach me at: [email protected]