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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Deep Kasodariya

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Jul 2026

Can Machine Learning Improve Snort's Detection?

Signature-based Intrusion Detection Systems such as Snort are widely deployed due to their transparency, but their dependence on manually crafted rules creates persistent blind spots against attack categories not covered by existing signatures. This paper investigates whether machine learning can meaningfully improve S...

Shrinivas Khedkar, Deep Kasodariya, Aditya Yedurkar et al. · 0 citations

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