基于AI学习的校园网络异常流量检测平台

Anomaly traffic detection platform of campus network based on AI learning

数据集列表：

        APT攻击
  

        恶意网站

  

        恶意软件

  

        垃圾邮件

  

        正常数据
   
Flow ID Src IP Src Port Dst IP Dst Port Protocol Timestamp Flow Duration
192.168.21.108-49.247.213.246-80-54430-6192.168.21.1088049.247.213.24654430615/12/2022 07:54:38 上午176356
49.247.213.246-192.168.21.85-48050-80-649.247.213.24648050192.168.21.8580615/12/2022 07:54:38 上午194942
49.247.213.246-192.168.21.85-48050-80-649.247.213.24648050192.168.21.8580615/12/2022 07:54:38 上午14001
49.247.213.246-192.168.21.241-18841-80-649.247.213.24618841192.168.21.24180615/12/2022 07:54:38 上午181893
49.247.213.246-192.168.21.98-21468-80-649.247.213.24621468192.168.21.9880615/12/2022 07:54:38 上午177839
192.168.21.72-49.247.213.246-80-42656-6192.168.21.728049.247.213.24642656615/12/2022 07:54:38 上午186181
49.247.213.246-192.168.99.143-10320-80-649.247.213.24610320192.168.99.14380615/12/2022 07:54:38 上午192865
49.247.213.246-192.168.22.94-36865-80-649.247.213.24636865192.168.22.9480615/12/2022 07:54:38 上午196870
49.247.213.246-192.168.22.35-47991-80-649.247.213.24647991192.168.22.3580615/12/2022 07:54:38 上午217636
49.247.213.246-192.168.21.98-21468-80-649.247.213.24621468192.168.21.9880615/12/2022 07:54:38 上午3042
49.247.213.246-192.168.99.143-10320-80-649.247.213.24610320192.168.99.14380615/12/2022 07:54:38 上午10989
192.168.22.94-49.247.213.246-80-36865-6192.168.22.948049.247.213.24636865615/12/2022 07:54:38 上午181116
192.168.99.16-114.114.114.114-29223-53-17192.168.99.1629223114.114.114.114531715/12/2022 12:55:45 上午12884
192.168.99.16-114.114.114.114-14862-53-17192.168.99.1614862114.114.114.114531715/12/2022 02:48:55 上午162
10.100.1.44-199.7.91.13-39895-53-1710.100.1.4439895199.7.91.13531715/12/2022 02:49:05 上午3854
49.247.213.246-192.168.21.108-13601-80-649.247.213.24613601192.168.21.10880615/12/2022 07:54:38 上午294429
192.168.99.16-114.114.114.114-5230-53-17192.168.99.165230114.114.114.114531715/12/2022 02:48:55 上午162
10.100.1.44-199.7.91.13-48564-53-1710.100.1.4448564199.7.91.13531715/12/2022 02:49:05 上午3861
192.168.99.16-119.29.29.29-37283-53-17192.168.99.1637283119.29.29.29531715/12/2022 02:48:57 上午811
192.168.22.35-49.247.213.246-80-47991-6192.168.22.358049.247.213.24647991615/12/2022 07:54:38 上午209447
49.247.213.246-192.168.21.241-18841-80-649.247.213.24618841192.168.21.24180615/12/2022 07:54:38 上午3898
10.100.1.44-198.41.0.4-39779-53-1710.100.1.4439779198.41.0.4531715/12/2022 02:49:02 上午1896
192.168.99.16-119.29.29.29-60953-53-17192.168.99.1660953119.29.29.29531715/12/2022 02:48:57 上午861
192.168.99.16-119.29.29.29-16334-53-17192.168.99.1616334119.29.29.29531715/12/2022 10:00:24 上午845
10.100.1.44-199.7.83.42-39325-53-1710.100.1.4439325199.7.83.42531715/12/2022 02:48:58 上午1907