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---
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license: mit
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---
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license: mit
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datasets:
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- Mireu-Lab/NSL-KDD
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metrics:
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- accuracy
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base_model:
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- Qwen/Qwen2.5-0.5B
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pipeline_tag: text-classification
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---
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PCF_ID: A Novel Prompt Cast Framework for Intrusion Detection
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Qwen2.5: Large Language Model for Enhanced Natural Language Understanding and Intrusion Detection
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[](https://huggingface.co/your_model_name_here)
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[](https://www.python.org/)
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[](https://opensource.org/licenses/Apache-2.0)
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📌 模型概述
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PCF_ID-0.5B ,通过 PCF-ID 框架针对结构化入侵检测数据进行了微调,实现了从原始 LLMs 到安全领域应用的重大跃迁:
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准确率:高达 97%以上
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F1 分数:达到 0.98以上
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在标准入侵检测NSL-KDD基准上显著优于大模型,传统机器学习方法和先进的图神经网络。
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