AI Transparency: Why Explainable AI Is Essential for Modern Cybersecurity

Modern cybersecurity has reached an exceptional level, particularly with the integration of AI technology . The complexity of cyberattacks and their methodologies has also increased significantly, even surpassing human comprehension . This poses a considerable challenge for cybersecurity professionals who struggle to keep pace with the scale and complexity of AI-generated attacks. The widespread use of ML models often overlooks the importance of ensuring accuracy, reliability, and fairness in decision-making. As AI-generated attacks continue to rise, security professionals must prioritize...

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