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PhishAgent Developed for Enhanced Phishing Detection

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🛡️✨ PhishAgent: A New Multimodal Approach to Phishing Detection. Researchers have developed PhishAgent, a robust multimodal agent designed to enhance phishing webpage detection by integrating various online and offline knowledge bases with Multimodal Large Language Models (MLLMs). This innovative framework improves brand recognition and recall, significantly boosting detection accuracy while minimizing false positives and negatives. Empirical results from three real-world datasets indicate that PhishAgent not only outperforms existing methods but also demonstrates resilience against adversarial attacks, maintaining efficiency throughout. This advancement represents a significant step forward in combating the growing threat of phishing attacks in online security.

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