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InfoResearchPeer-reviewed
Detecting Stealthy Web Bots: A Behavioral Analysis Framework for OpenWPM Automation
- Published
- Record updated
Summary
Researchers propose a behavioral analysis framework for detecting advanced web bots, specifically those built on OpenWPM, which can conceal browser fingerprints and imitate human browsing. The approach analyzes mouse movement, mouse clicks, keystrokes and scrolling using an ensemble of lightweight classifiers, with features augmented by unsupervised clustering. The method reportedly achieves an F1-score of 98.8%.