The problem
Phishing sites copy real login pages and rotate domains faster than blocklists update.
What to build
Build a browser extension that compares a page's structure and branding against known brands and warns before credentials are typed.
Success looks like
Detection of at least 90% of a test set of cloned login pages with a low false-positive rate on legitimate sites.
Suggested technologies
- Browser extension
- DOM analysis
- Visual similarity
- Lightweight ML
- Privacy-preserving checks
An original, independent statement. It is not an official Smart India Hackathon problem statement, and Arventiq Labs is not affiliated with or endorsed by that programme. The scenario is illustrative and does not describe any specific organisation. Free to use with credit.