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Netflow流量中的异常检测:数据集准备与分析的工作流程
NetFlow数据分析特征集与多模型可靠性评估方法研究。采用设计科学四周期法,构建24个特征的K-means聚类SoF1和14个特征的LSTM时序SoF2,通过标准化特征工程解决现有数据集碎片化问题。结合贝叶斯定理与模型性能指标,提出基于协同验证的可靠性评估框架,实现 ...
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