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What is LLMs For Domain Generation Algorithm Detection about?

This document discusses the application of large language models (LLMs) for detecting domain generation algorithms (DGAs) in cybersecurity. It evaluates two techniques, In-Context Learning (ICL) and Supervised Fine-Tuning (SFT), demonstrating that SFT significantly enhances detection performance, achieving 94% accuracy with a low false positive rate. The research highlights the potential of LLMs, particularly Meta

Author

thaotrau55

Language

EN