Phishing Detection and Email Security Analysis System
Adhiita Consultancy ServicesCybersecurityProject Objectives:
This project aims to develop a phishing detection system that analyzes suspicious emails and URLs to identify potential fraud attempts and improve email security awareness.
Project Tasks:
Study phishing attack patterns and social engineering tactics.
Collect dataset of phishing and legitimate URLs.
Extract features such as domain age, URL length, and HTTPS usage.
Implement classification model for phishing detection.
Analyze email headers for spoofing detection.
Evaluate model accuracy and false positives.
Generate warning alerts for suspicious links.
Document detection techniques and prevention strategies.
Educational Qualifications
B.TechBCAMBAMCA
Required Skills
Data Preprocessing & Feature EngineeringCybersecurity Fundamentals (Phishing Techniques, Social Engineering, Threat Modeling)Machine Learning & Nlp (Text Classification, Spam Filtering, Url Analysis)Python Programming (Scikit-Learn, Tensorflow, Pandas)Email Protocols Knowledge (Smtp, Spf, Dkim, Dmarc Basics)
