Phishing Detection and Trust Rating System for Websites
Adhiita Consultancy ServicesInformation SecurityProject Objectives:
The objective is to develop a phishing detection system that analyzes website features and assigns a trust rating score to help users identify malicious websites and prevent cyber fraud.
Project Tasks:
Collect phishing and legitimate website datasets Extract URL and domain-based features Preprocess and clean dataset Train machine learning classification model Develop trust scoring algorithm Display the website's trust level to users Design browser-based or web interface Evaluate detection accuracy Test system using real-world URLs Document findings and performance metrics
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Machine Learning (Classification Algorithms – Logistic Regression, Random Forest, Svm, Etc.)Feature Engineering (Url Analysis, Domain Age, Ssl Features, Html/Javascript Patterns)Data Preprocessing & Cleaning (Handling Imbalanced Datasets, Normalization)Cybersecurity Concepts (Phishing Patterns, Web Vulnerabilities, Ssl/Tls Basics)Web Or Browser Extension Development (Chrome/Edge Extension Or Web Interface Integration)
