v4.0.0 66,381 samples 95.0% accuracy

SecureLeaf Cybersecurity · A Dispensight Division

Detect Scams, Phishing
& Online Fraud

AI-powered hybrid detection engine. Paste suspicious messages, emails, or SMS — or scan entire websites for fraud signals.

66,381
Training Samples
95.0%
Accuracy
4
ML Models
11
Threat Types
ℹ️ Paste any suspicious message — SMS texts, email body, chat messages, social media DMs, or any content you're unsure about. Supports phishing, smishing, investment fraud, and more.
ℹ️ Enter a URL to automatically scrape and analyze the website for fraud patterns. This tool is under development, please always verify the results independently.
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Threat Coverage
Detection categories active in this engine
🎣 Phishing 📱 Smishing 📧 Email Fraud 💰 Investment Scam 🐷 Pig Butchering 💘 Romance Scam 🖥️ Tech Support Scam ₿ Crypto Fraud 🎁 Lottery / Prize 💼 Advance Fee 🔄 Recovery Scam
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4-Model Ensemble
Random Forest, Gradient Boost, Logistic Regression, Naive Bayes working in parallel - Please note: AI can (and will) make mistakes
Hybrid Detection
Pattern rules + ML confirmation. High confidence in both directions reduces false positives
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Domain Intelligence
Whitelist of trusted domains + context analysis to distinguish real businesses from imposters
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Smishing Signals
Detects SMS-specific fraud: short links, delivery bait, package scams, OTP harvesting
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SSRF Protection
Website scanner blocks internal network access, enforces SSL, caps response size
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Live Transparency
Public stats dashboard at /stats/view — full visibility into detections