MAWILab

Data set: 2019/07/06






Traffic Trace: 2019/07/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907061400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190706_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190706_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 100
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
reflection_attack_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_low_activitySSH trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
alpha_flowOthersuspicious Hough, KL
alpha_flowHTTPS trafficsuspicious Hough, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointSYN attacksuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, KL, PCA
alpha_flowFIN attacksuspicious Hough, KL
alpha_flowOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190706_notice.xml
"Notice" labels (csv file): 20190706_notice.csv