AI Scan Engine
Machine learning plus curated feeds for scam-like patterns
How detection works
ScamShield's scan pipeline combines machine learning with curated threat feeds and heuristics. It flags phishing, impersonation, fraud, and related abuse patterns when signals in your pasted content match known risk indicators—results depend on what data is available for that run.
Responsive analysis
Fast analysis on each scan request; timing depends on payload size and live feeds
Multi-signal review
Looks at URLs, text patterns, and supporting indicators together
What the engine considers
- Model-assisted classification
- Known-bad patterns from global feeds where licensed
- Phishing-style language cues
- File and URL context when provided
- Social-engineering heuristics