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Arxiv

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Image Credit: Arxiv

Phishing Detection in the Gen-AI Era: Quantized LLMs vs Classical Models

  • Phishing attacks are growing more sophisticated, necessitating detection systems with high accuracy and efficiency.
  • A study compares traditional Machine Learning (ML), Deep Learning (DL), and quantized Large Language Models (LLMs) for phishing detection.
  • LLMs, though not as accurate as ML and DL methods, show potential in recognizing subtle phishing cues.
  • The study proposes the integration of optimized LLMs in cybersecurity frameworks for enhanced phishing defense.

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