MAWILab

Data set: 2020/05/01






Traffic Trace: 2020/05/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202005011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202005011400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200501_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200501_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 75
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherNetbios attackanomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDP_UDP_ICMP_responsePing floodanomalous KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
small_network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious Hough, PCA
point_to_point_port_scan_UDPOthersuspicious Hough, KL
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
port_scan_SYNSYN attacksuspicious KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, KL
multipoint_to_point_low_activityPing floodsuspicious Gamma
point_to_multipointRST attacksuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointSYN attacksuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipoint_HTTPSYN attacksuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200501_notice.xml
"Notice" labels (csv file): 20200501_notice.csv