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
172.16.130.18-192.168.99.16-62806-53-17172.16.130.1862806192.168.99.16531722/12/2022 04:20:43 下午10001766
172.30.223.50-192.168.99.16-52059-53-17172.30.223.5052059192.168.99.16531722/12/2022 04:21:41 下午2971182
192.168.99.16-180.153.228.6-12683-53-17192.168.99.1612683180.153.228.6531722/12/2022 04:44:30 下午202
192.168.99.16-114.114.114.114-51587-53-17192.168.99.1651587114.114.114.114531722/12/2022 04:07:21 下午10221
10.100.1.44-192.112.36.4-64589-53-1710.100.1.4464589192.112.36.4531722/12/2022 04:08:16 下午3306
10.100.1.44-192.31.80.30-52030-53-1710.100.1.4452030192.31.80.30531722/12/2022 04:08:16 下午1845
10.100.1.44-199.7.91.13-38257-53-1710.100.1.4438257199.7.91.13531722/12/2022 04:15:39 下午3879
172.16.9.208-192.168.99.16-61386-53-17172.16.9.20861386192.168.99.16531722/12/2022 04:20:04 下午10001344
172.19.72.184-10.100.1.44-50382-53-17172.19.72.1845038210.100.1.44531722/12/2022 04:31:41 下午16681
10.100.1.44-199.7.83.42-6515-53-1710.100.1.446515199.7.83.42531722/12/2022 04:20:43 下午1893
10.100.1.44-192.36.148.17-64951-53-1710.100.1.4464951192.36.148.17531722/12/2022 04:09:00 下午2244
192.168.99.16-119.29.29.29-29767-53-17192.168.99.1629767119.29.29.29531722/12/2022 03:39:50 下午653
192.168.99.16-114.114.114.114-57773-53-17192.168.99.1657773114.114.114.114531722/12/2022 04:31:41 下午13721
192.168.99.16-119.29.29.29-29130-53-17192.168.99.1629130119.29.29.29531722/12/2022 04:43:55 下午366
10.100.1.44-202.12.27.33-36844-53-1710.100.1.4436844202.12.27.33531722/12/2022 04:20:50 下午3624
172.19.24.122-192.168.99.16-17259-53-17172.19.24.12217259192.168.99.16531722/12/2022 04:07:21 下午12533
10.100.1.44-199.7.83.42-14011-53-1710.100.1.4414011199.7.83.42531722/12/2022 04:15:31 下午1770
10.100.1.44-192.5.5.241-55754-53-1710.100.1.4455754192.5.5.241531722/12/2022 04:21:01 下午1837
192.168.99.16-114.114.114.114-23730-53-17192.168.99.1623730114.114.114.114531722/12/2022 04:51:48 下午811
10.100.1.44-198.41.0.4-41885-53-1710.100.1.4441885198.41.0.4531722/12/2022 04:08:26 下午1812
192.168.99.16-114.114.114.114-8131-53-17192.168.99.168131114.114.114.114531722/12/2022 04:49:53 下午169
192.168.99.16-119.29.29.29-42455-53-17192.168.99.1642455119.29.29.29531722/12/2022 03:40:06 下午737
10.100.1.44-192.43.172.30-54608-53-1710.100.1.4454608192.43.172.30531722/12/2022 04:08:13 下午1806
172.21.21.63-192.168.99.16-50456-53-17172.21.21.6350456192.168.99.16531722/12/2022 04:50:00 下午2433554
192.168.99.16-114.114.114.114-17042-53-17192.168.99.1617042114.114.114.114531722/12/2022 04:08:15 下午809