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sophisticated and often transparently mirror the site being targeted, allowing the attacker to observe everything while the victim navigates the site, and traverses any additional security boundaries. Phishing remains the most prevalent type of cybercrime globally. While the Federal Bureau of Investigation's Internet Crime Complaint Center historically ranked it at the top, the threat has intensified significantly due to the integration of generative AI, which enables attackers to launch highly convincing, automated, and hyper-targeted phishing

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