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PhishGuard AI
Intelligent phishing defense for modern teams
Defend every inbox, link, and login surface with faster threat detection.
PhishGuard AI combines machine learning, domain intelligence, and explainable scoring to help people spot phishing attempts before trust is lost.
95.2% detection accuracy
Live URL and email analysis
Explainable risk scoring
Threat Overview
Suspicious login page blocked before credential theft.
Scans combine blacklist lookups, sender checks, domain age signals, and content heuristics in one response.
Brand impersonation pattern detected
Redirect chain hides final destination
Explanation ready for analyst review
15+
URL risk signals per scan
3s
Average response time
24/7
Always-on protection
<2%
False positive rate
Dashboard
// threat overview & recent activity
System Online
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Welcome to PhishGuard AI
// You are browsing as a Visitor — limited access
Visitor Mode — Read Only
⬡
Quick URL Scan
Check any website link for phishing — no account needed
📧
Email Analysis
Full email phishing detection with NLP
🔒 Requires Account
◷
History & Reports
View all past analyses and download reports
🔒 Requires Account
Create a free account for full access
Email analysis · History · Reports · Dashboard · Alerts
⬡ Quick URL Scan
Visitor Access
Enter any URL to check if it is a phishing site. No account required.
Free · No login needed · Instant results
SCAN RESULT
SAFE
0
RISK SCORE / 100
⚠ Indicators Found
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Create a free account to access full email analysis, history, and downloadable reports.
0
TOTAL CHECKS
+0 today
0
SAFE
—
0
SUSPICIOUS
—
0
PHISHING
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◎ Threat Breakdown
Safe 0%
Suspicious 0%
Phishing 0%
▤ Last 7 Days Activity
⚡ Recent Analyses
TargetTypeRisk ScoreLevelTime
⬡ Submit for Analysis
📧 Email
🔗 URL
ANALYSIS RESULT
SAFE
0
RISK SCORE / 100
⚠ Indicators Found
Target TypeRisk ScoreLevelIndicatorsTimeAction
95.2%
MODEL ACCURACY
+0.3% this month
1.8%
FALSE POSITIVE RATE
Below 2% target ✓
0.9s
AVG RESPONSE TIME
Well within 3s target
99.7%
SYSTEM UPTIME
Above 99.5% target ✓
◈ Top Phishing Indicators
◉ Detection by Type
⊛ ML Model Status
LAST RETRAINED
15 Mar 2025
TRAINING SAMPLES
11,055
ALGORITHM
Random Forest
👤 Profile Settings
⚙ System Settings
Email Alerts
Send alert when PHISHING is detected
PhishTank API
Use PhishTank blacklist for URL checks
Google Safe Browsing
Use GSB API for domain reputation
Monthly Auto-Retrain
Automatically retrain ML model monthly
Audit Logging
Log all system events and user actions
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PhishGuard AI
v1.0.0 — Phishing Detection Tool

PhishGuard AI is a full-stack phishing detection system that analyses emails and URLs to identify phishing attacks using machine learning, NLP, and real-time threat intelligence. It combines rule-based heuristics, a trained Random Forest classifier, and live blacklist lookups to deliver accurate, explainable results.

// DETECTION FEATURES
✓ SPF / DKIM / DMARC verification
✓ NLP body text analysis
✓ URL feature extraction (15 signals)
✓ WHOIS domain age check
✓ DNS anomaly detection
✓ PhishTank blacklist lookup
✓ Google Safe Browsing API
✓ ML classifier (Random Forest)
// TECH STACK
Python 3.11 Flask REST API React.js scikit-learn spaCy / NLTK BeautifulSoup PostgreSQL Redis + Celery Docker JWT Auth
0
TOTAL USERS
0
ADMINS
0
REGULAR USERS
0
BANNED
# Name Email Role Status Analyses Joined Actions
Showing all system events and user actions