MAWILab

Data set: 2013/03/24






Traffic Trace: 2013/03/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303241400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130324_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130324_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 105
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
reflection_attack_DNSOtheranomalous Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_multipointSYN attackanomalous Hough
point_to_multipoint_HTTPSYN attackanomalous Hough
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL
point_to_multipoint_HTTPPing floodanomalous Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowOthersuspicious Gamma
heavy_hitterFTP attacksuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL
multipoint_to_pointHTTP trafficsuspicious Hough, KL
alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
ipv4_ipv6_tunnelOthersuspicious PCA
small_alpha_flowSSH trafficsuspicious PCA
point_to_multipoint_HTTPSYN attacksuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130324_notice.xml
"Notice" labels (csv file): 20130324_notice.csv