IT ServicesClassical-SupervisedEmerging Standard

Transformers and Large Language Models for Efficient Intrusion Detection Systems

This work is like a field guide for security teams on how to use ChatGPT‑style AI brains to spot hackers on a network. It doesn’t build one product; it reviews and compares many ways researchers are using transformer and large language models to detect intrusions faster and more accurately than traditional rule-based systems.

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Executive Brief

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Technical Analysis

Model Strategy

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Key Competitors

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