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NVD和CNNVD软件漏洞数据集,漏洞文本预处理,训练算法模型进行漏洞分类.zip (54个子文件)
code
vul_machine_learning.py 4KB
visual_vul_category.py 2KB
data_preprocessing.py 6KB
testdata.xls 21KB
Figures
network.vsd 56KB
nvd_category.jpg 79KB
nvd.jpg 39KB
framework.vsd 66KB
frameworks.vsd 67KB
Accuracy.jpg 181KB
xml_data.py 2KB
all_datasets_10000.xls 3.03MB
vul_dnn.py 6KB
tf_idf.py 2KB
dataset_source
NVD
nvdcve-2007.xml 11.22MB
nvdcve-2015.xml 13.43MB
nvdcve-2004.xml 4.7MB
nvdcve-2016.xml 15.19MB
nvdcve-2014.xml 15.68MB
nvdcve-2017.xml 32.63MB
nvdcve-2003.xml 2.38MB
nvdcve-2002.xml 8.55MB
nvdcve-2011.xml 30.47MB
nvdcve-2006.xml 12.2MB
nvdcve-2013.xml 15.18MB
nvdcve-2012.xml 14.12MB
nvdcve-2008.xml 12.75MB
nvdcve-2005.xml 7.45MB
nvdcve-2009.xml 11.41MB
nvdcve-2010.xml 15.05MB
CNNVD
2003.xml 5.58MB
2016.xml 26.61MB
2012.xml 49.92MB
2014.xml 29.35MB
2002.xml 7.53MB
2006.xml 19.21MB
2008.xml 19.45MB
2013.xml 32.33MB
2004.xml 9.86MB
2005.xml 14.76MB
2010.xml 31.37MB
2017.xml 64.82MB
2009.xml 23.61MB
2007.xml 18.32MB
2015.xml 21.98MB
2011.xml 65.97MB
visual_vul_result.py 3KB
info_gain.py 4KB
visual_vul_data.py 1KB
newdatas_excel.py 360B
datasets_all.xlsx 5.19MB
stopwords.txt 2KB
stopwords_tf.py 907B
all_datasets.xls 14.97MB
共 54 条
- 1
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