Where our data comes from

IPScameras aggregates fraud intelligence from public, reputable sources β€” updated automatically every day. Full transparency about our inputs.

πŸ“° News & security feeds

▢️ Video scam explainers

We monitor 25 search queries across 10 languages for scam-explainer videos, extracting how each scheme works.

πŸ’¬ Community reports

Seeded from 88,000+ analyzed public Reddit fraud reports.

Sources are kept in a live registry and updated automatically β€” the list above reflects the current feeds.