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Akshay Jain

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Open access Aug 2026

A Hybrid RNN-LSTM Framework for Cyber Threat Detection Using Vulnerability Code Snippets

The results indicate that the hybrid RNN–BiLSTM architecture can be used to efficiently perform proactive vulnerability detection and is also applicable to enable real-time cybersecurity monitoring and the use of automatically possible counter efforts in contemporary software systems.

Akshay Jain, Atul Agrawal · 1 citation

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