PhishXplain uses a local LLM to generate real-time phishing warnings with annotated screenshots and contextual explanations, and a user study found these warnings improved later phishing detection.
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"Explain, Don't Just Warn!" -- A Real-Time Framework for Generating Phishing Warnings with Contextual Cues
PhishXplain uses a local LLM to generate real-time phishing warnings with annotated screenshots and contextual explanations, and a user study found these warnings improved later phishing detection.