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September 5, 2025Open Access

AI-Driven Cyber Threat Prediction: Analyzing Patterns in Cybercrime to Enhance Proactive Defense Strategies

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Authors

SKSudhesh KumarMSManisha Sinha

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Overview

AI-driven model predicts cyber threats in digital ecosystems, suggesting enhanced security measures.

Key Points

  • AI-driven model improves threat detection in cybersecurity through advanced machine learning techniques.
  • Experimental results showed high accuracy, precision, and recall, validating the model's effectiveness.
  • Proactive defense strategies are crucial in countering the increasingly sophisticated cyber threats faced by industries.
  • Leveraging patterns in cybercrime can significantly enhance the early detection of potential threats.

Cite This Study

Kumar et al. (2025) studied this question.

synapsesocial.com/papers/68c23922b210217d6477a3fahttps://doi.org/10.38124/ijisrt/25aug925
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