Machine Learning Research & Email Security Awareness
Public Rule-Based DemonstrationPaste a fictional or non-sensitive email to identify selected phishing warning signs. This public demonstration runs entirely in your browser.
PhishGuard AI originated as a cybersecurity machine-learning research project comparing Support Vector Machine (SVM) and Random Forest classifiers for phishing email detection.
The full research application uses TF-IDF and SVM classification alongside independent rule-based security indicators.
This free public demonstration does not run the trained machine-learning models. It only demonstrates selected rule-based security warnings.