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 intobuild-firefoxdirectory and removeincognitorule from themanifest.json