An extension aims to detect phishing websites and warns the user. User can submit (report/rating) a website that to be considered as phishing site. The classification is done on the client side with one-time download of classifier model and auto updating.

Origin source code based on Phishing Site Detector Plugin.

We modified the source code and implemented the additional features:

Frontend:

• Localization the UI (support Vietnamese language)
• Warning user accessing from the phishing sites
• The user is able to submit / report / rate the website
• Reputation icon for Google search page

Backend:

• Reporting API
• Enrich the dataset
• Traning / classifier model
• Admin dashboard for reviewing / approving the user reports

... and much more

You can use the developer version with Chrome (or Chromium browser family), as just following this installation guide:

• Enter the URL: chrome://extensions/
• On the top right conner, turning on Developer mode
• Click Load unpacked and browser to the folder 'frontend'
• You might need to pin the plugin as well
• Ignore all the error, it' just a developement version
• Enjoy the protection

Run npm i to install dependecies If not yet have build and or build-firefox directory, create them with mkdir build and or mkdir build-firefox

• To build for chrome, run npm run build
• To build for firefox, run npm run build-firefox. Then go into build-firefox directory and remove incognito rule from the manifest.json