PhishTrap is a powerful system of browser extension and application designed to help protect you from phishing attacks. With advanced detection technology, it scans web pages in real-time and alerts you if it detects any suspicious activity or links. Stay safe online and keep your personal information secure with PhishTrap.
The AI model is build using Python on Gradient Boosting Classifier and checks the URL on several features.
PhishTrap analyzes URLs to extract various features that could indicate whether it is a phishing website or not. This includes checking the domain name, IP address, URL length, presence of certain symbols, and use of URL shortening services.
PhishTrap scans website content for the presence of certain HTML elements, such as redirects, forms, links in script tags, and use of non-standard ports, which could indicate phishing attempts.
PhishTrap provides real-time analysis of URLs and alerts users if a URL is identified as a potential phishing website. Users can also report suspicious URLs to help improve the system's accuracy.
PhishTrap checks for the presence of HTTPS in the URL, indicating that the website is secure. It also verifies SSL certificates to ensure that they are valid and issued by trusted authorities.
PhishTrap checks the age and registration length of the domain, as well as the presence of certain DNS records such as MX and NS records, which could indicate the legitimacy of the website.
PhishTrap analyzes the amount of website traffic, the number of external links pointing to the website, and the Google PageRank of the website, which could indicate the legitimacy of the website.
The main ‘thrust’ is to focus on the development of a robust and accurate system that can effectively detect and prevent phishing attacks..
URL Analysis
Content Analysis
Real-Time Detection
Website Analysis
Page Ranking
Machine Learning
⚫ A combination of advanced ML techniques and feature engineering.
⚫ Real-time analysis of website content and user behavior.
⚫ Designed with usability in mind.
⚫ Provides clear and actionable feedback.
⚫ Allows users to report suspicious activity.
⚫ Regularly updated and maintained.
⚫ Effective against evolving threats.
⚫ Protects against identity theft, financial loss, and data breaches.
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