Sunday, June 26, 2022

PhishingJS: A Deep Learning Model for JavaScript-Based Phishing Detection

This post is also available in: 日本語 (Japanese)

Executive Summary

Many traditional phishing detection systems rely on the presence of login forms within the HTML of the webpage to classify pages as phishing. Client-side cloaking is an increasingly common technique that attackers use to evade phishing detection systems by requiring complex user interaction before revealing the webpage’s phishing content, or by using JavaScript to inject phishing content into the page only after the page renders …

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