├── CICIDS2017_6class.py ├── Classification.py ├── ISCX2012_LSTM_5class.py ├── ModelPredict.py ├── README.md ├── USTC-TFC2016_20class.py ├── __pycache__ └── Classification.cpython-36.pyc ├── help ├── keras可选的预设优化器 └── 相关原理阐述 ├── log ├── __pycache__ │ └── logger.cpython-36.pyc └── logger.py ├── model ├── CNN_model.py ├── FLNet_model.py ├── LSTM_model.py ├── VGG16_model.py ├── Xception_model.py ├── __pycache__ │ ├── LSTM_model.cpython-36.pyc │ └── hybrid_model.cpython-36.pyc └── hybrid_model.py ├── preprocess ├── 1_XMLParser.py ├── 2_XMLfilter.py ├── 3_findPcap.py ├── 4_processPcap.py ├── 5_clusteringPcap.py ├── 6_createInputData.py ├── config.yaml ├── configuration.py ├── ex_findPcap2category.py ├── processPcap(abandon).py └── readPcapFile.py ├── requirements.txt ├── testcode ├── PerformanceAnalysis.py └── useForTest.py └── tools ├── CallbacksMethod.py ├── PacketNumPerClass.py ├── Session2png.py ├── TSNE_visual.py ├── copyRandomSample.py ├── divideTrainAndValidationSet.py ├── findSpecificPcap.py ├── history_data ├── pickSmallDataset.py ├── removeFile.py ├── sequenceDatasetGenerator.py ├── tsne_result.png ├── tsne_result_USTC.png ├── tsne_v2.py └── word2vec.py /CICIDS2017_6class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobolike123/NetworkTrafficAnalysis/HEAD/CICIDS2017_6class.py -------------------------------------------------------------------------------- /Classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobolike123/NetworkTrafficAnalysis/HEAD/Classification.py -------------------------------------------------------------------------------- /ISCX2012_LSTM_5class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bobolike123/NetworkTrafficAnalysis/HEAD/ISCX2012_LSTM_5class.py 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