AI Security
Intermediate
NLP for Phishing Detection
Natural Language Processing techniques are applied to email content, URLs, and web pages to detect phishing with high accuracy. NLP models identify deceptive language patterns, brand impersonation, and social engineering tactics that simple rule-based filters miss. This skill bridges ML engineering and email security operations.
Key Capabilities
- Training NLP classifiers on labeled phishing datasets
- URL and domain reputation classification
- Brand impersonation and lookalike detection
- Sender behavior and header analysis
- Integration with email gateways, SOAR, and SIEM
Tags
NLP Phishing Detection Email Security Machine Learning Social Engineering