MAWILab

Data set: 2015/09/21






Traffic Trace: 2015/09/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201509211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201509211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150921_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150921_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 60
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL, PCA
network_scan_ACKHTTP trafficsuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
small_point_to_point_denial_of_service_SYNSYN attackanomalous Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficsuspicious Hough, KL, PCA
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityRST attacksuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointSSH trafficsuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
heavy_hitterHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointSSH trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
point_to_multipointOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150921_notice.xml
"Notice" labels (csv file): 20150921_notice.csv