
Introduction Imagine opening an email in Gmail, requesting a quick AI-generated summary, and receiving what appears to be an urgent security warning from Google itself—only to later discover it was a cleverly disguised phishing attempt. This scenario is no longer just a hypothetical concern but a real threat affecting millions of users worldwide. With Gmail serving over 2 billion accounts,










