Deep Learning-Driven Intrusion Detection and Defense Mechanisms: A Novel Approach to Mitigating Cyber Attacks

Junzhe Cheng · Journal of Cyber Security · 2025

We present a novel Transformer-based network intrusion detection system (IDS) that automatically learns complex feature relationships from raw traffic. Our architecture embeds both categorical (e.g., protocol, flag) and numer... | Find, read and cite all the research you need on Tech Science Press

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