DNS_v2

代码说明：

  使用tflearn框架搭建cnn网络，对DNS隐蔽通道进行检测，模型已经过训练，在程序所包含的测试集上进行预测，准确率可达0.99以上(an cnn deep network which can detect DNS tunnle, the model has already been trained and the accuracy can reach to 0.99)

文件列表：

DNS_v1, 0 , 2019-07-20
DNS_v1\.idea, 0 , 2019-07-20
DNS_v1\.idea\DNS.iml, 408 , 2019-07-18
DNS_v1\.idea\encodings.xml, 159 , 2019-07-18
DNS_v1\.idea\misc.xml, 307 , 2019-07-18
DNS_v1\.idea\modules.xml, 265 , 2019-07-18
DNS_v1\.idea\workspace.xml, 35011 , 2019-07-20
DNS_v1\__pycache__, 0 , 2019-07-20
DNS_v1\__pycache__\main.cpython-36.pyc, 13286 , 2019-07-20
DNS_v1\dns.csv, 191977 , 2019-07-20
DNS_v1\log, 0 , 2019-07-19
DNS_v1\log\finalized_model.data-00000-of-00001, 1221973 , 2019-06-05
DNS_v1\log\finalized_model.index, 1482 , 2019-06-05
DNS_v1\log\finalized_model.meta, 203790 , 2019-06-05
DNS_v1\log\volcab.pkl, 488 , 2019-06-05
DNS_v1\main.py, 18333 , 2019-07-20
DNS_v1\predict.py, 9889 , 2019-07-20
DNS_v1\test_data, 0 , 2019-07-18
DNS_v1\test_data\test_dns_black.txt, 231312 , 2019-04-29
DNS_v1\test_data\test_dns_cdn.txt, 58243 , 2019-04-12
DNS_v1\test_data\test_dns_white.txt, 39881 , 2019-04-29
DNS_v1\test_data\train_dns_black.txt, 433844 , 2019-04-29
DNS_v1\test_data\train_dns_cdn.txt, 295885 , 2019-04-29
DNS_v1\test_data\train_dns_white.txt, 183377 , 2019-04-29
DNS_v1\train_data, 0 , 2019-07-18
DNS_v1\train_data\labeled_black, 0 , 2019-07-18
DNS_v1\train_data\labeled_black\dns2tcp_cmd.pcap.txt, 142727 , 2018-01-03
DNS_v1\train_data\labeled_black\dns2tcp_sendfile9.pcap.txt, 29718 , 2018-01-03
DNS_v1\train_data\labeled_black\dns2tcp_when_use_ssh.txt, 283481 , 2018-01-03
DNS_v1\train_data\labeled_black\dnscapy_scp.pcap.txt, 29020 , 2018-01-03
DNS_v1\train_data\labeled_black\dnscapy_scp2.pcap.txt, 33723 , 2018-01-03
DNS_v1\train_data\labeled_black\dnscat2_when_exec_command_rm_file.txt, 63383 , 2018-01-03
DNS_v1\train_data\labeled_black\dnscat2_when_idle.txt, 117772 , 2018-01-03
DNS_v1\train_data\labeled_black\download_dnscat2_file12.pcap.txt, 133875 , 2018-01-03
DNS_v1\train_data\labeled_black\download_dnscat2_file13.pcap.txt, 101595 , 2018-01-03
DNS_v1\train_data\labeled_black\download_dnscat2_file14.pcap.txt, 105816 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_direct_scp17_base128.pcap.txt, 360803 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_direct_scp3_base64.pcap.txt, 149753 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_direct_ssh4_base32.pcap.txt, 94231 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_direct_ssh6_base128.pcap.txt, 66717 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_direct_ssh6_base64.pcap.txt, 73138 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_direct_ssh6_base64u.pcap.txt, 60620 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_direct_ssh9_base32_again.pcap.txt, 61661 , 2018-01-03
DNS_v1\train_data\labeled_black\iodine_idle_direct_idle44.pcap.txt, 24147 , 2018-01-03
DNS_v1\train_data\labeled_black\nbtoo_dnscat_file7.pcap.txt, 54183 , 2018-01-03
DNS_v1\train_data\labeled_black\ozyman_idle.pcap.txt, 1849 , 2018-01-03
DNS_v1\train_data\labeled_black\ozyman_idle2.pcap.txt, 2180 , 2018-01-03
DNS_v1\train_data\labeled_black\ozyman_idle3.pcap.txt, 1343 , 2018-01-03
DNS_v1\train_data\labeled_black\tcp-over-dns-idle.pcap.txt, 0 , 2018-01-03
DNS_v1\train_data\labeled_black-1, 0 , 2019-07-18
DNS_v1\train_data\labeled_black-1\labeled_test_dns_black.txt, 231312 , 2019-04-11
DNS_v1\train_data\labeled_cdn, 0 , 2019-07-18
DNS_v1\train_data\labeled_cdn\2017-8-2-0-ctripgslb.com.txt, 10313 , 2019-04-11
DNS_v1\train_data\labeled_cdn\2017-8-2-0-dlgslb.com.txt, 14494 , 2018-01-03
DNS_v1\train_data\labeled_cdn\2017-8-2-0-gosuncdn.com.txt, 27325 , 2018-01-03
DNS_v1\train_data\labeled_cdn\2017-8-2-0-mccdnglb.com.txt, 27654 , 2018-01-03
DNS_v1\train_data\labeled_cdn\2017-8-2-0-mmycdn.com.txt, 21325 , 2018-01-03
DNS_v1\train_data\labeled_cdn\2017-8-2-0-ruisucdn.com.txt, 81734 , 2018-01-03
DNS_v1\train_data\labeled_cdn\2017-8-2-0-spcdntip.com.txt, 22636 , 2018-01-03
DNS_v1\train_data\labeled_cdn\2017-8-2-0-tcdnvod.com.txt, 45873 , 2018-01-03
DNS_v1\train_data\labeled_cdn\2017-8-2-8-tcdnvod.com.txt, 477013 , 2018-01-03
DNS_v1\train_data\labeled_cdn-1, 0 , 2019-07-18
DNS_v1\train_data\labeled_cdn-1\labeled_test_dns_cdn.txt, 58243 , 2019-04-11
DNS_v1\train_data\labeled_white, 0 , 2019-07-18
DNS_v1\train_data\labeled_white\2017-8-15-0-henanpeace.org.cn.txt, 139310 , 2018-01-03
DNS_v1\train_data\labeled_white\2017-8-15-8-qichedaquan.com.txt, 89940 , 2018-01-03
DNS_v1\train_data\labeled_white\2017-8-16-11-lse.ac.uk.txt, 98959 , 2018-01-03
DNS_v1\train_data\labeled_white\2017-8-16-9-dicp.ac.cn.txt, 31448 , 2018-01-03
DNS_v1\train_data\labeled_white\2017-8-2-0-365yg.com.txt, 33885 , 2018-01-03
DNS_v1\train_data\labeled_white\2017-8-2-0-bilibiligame.net.txt, 13168 , 2018-01-03
DNS_v1\train_data\labeled_white-1, 0 , 2019-07-18
DNS_v1\train_data\labeled_white-1\labeled_test_dns_white.txt, 39881 , 2019-04-11
DNS_v1\train_data\数据集, 0 , 2019-07-18
DNS_v1\train_data\数据集\DGA_Data, 0 , 2019-07-18
DNS_v1\train_data\数据集\DGA_Data\test_dga_black.txt, 594877 , 2019-04-08
DNS_v1\train_data\数据集\DGA_Data\test_dga_white.txt, 527224 , 2019-04-08
DNS_v1\train_data\数据集\DGA_Data\train_dga_black.txt, 1040299 , 2019-04-08
DNS_v1\train_data\数据集\DGA_Data\train_dga_white.txt, 692364 , 2019-04-08
DNS_v1\train_data\数据集\DNS_Data, 0 , 2019-07-18
DNS_v1\train_data\数据集\DNS_Data\test_dns_black.txt, 231309 , 2019-04-08
DNS_v1\train_data\数据集\DNS_Data\test_dns_cdn.txt, 57778 , 2019-04-08
DNS_v1\train_data\数据集\DNS_Data\test_dns_white.txt, 39440 , 2019-04-08
DNS_v1\train_data\数据集\DNS_Data\train_dns_black.txt, 433841 , 2019-04-08
DNS_v1\train_data\数据集\DNS_Data\train_dns_cdn.txt, 293553 , 2019-04-08
DNS_v1\train_data\数据集\DNS_Data\train_dns_white.txt, 181233 , 2019-04-08
DNS_v1\train_data\数据集\labeled_black, 0 , 2019-07-18
DNS_v1\train_data\数据集\labeled_black\train_dns_black.txt, 433841 , 2019-04-08
DNS_v1\train_data\数据集\labeled_cdn, 0 , 2019-07-18
DNS_v1\train_data\数据集\labeled_cdn\train_dns_cdn.txt, 293553 , 2019-04-08
DNS_v1\train_data\数据集\labeled_white, 0 , 2019-07-18
DNS_v1\train_data\数据集\labeled_white\train_dns_white.txt, 181233 , 2019-04-08
DNS_v1\train_data\数据集.zip, 1231442 , 2019-04-10