MAWILab

Data set: 2009/12/23






Traffic Trace: 2009/12/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200912231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200912231400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091223_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091223_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 77
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKSSH trafficanomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
small_network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_ACKSSH trafficsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
ipv4_gre_tunnelOtheranomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
small_alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_pointSYN attackanomalous KL
heavy_hitterOtheranomalous Gamma, KL, PCA
icmp_errorPing floodanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
heavy_hitterOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
ttl_errorPing floodsuspicious Gamma
alpha_flowOthersuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
ipv4_ipv6_tunnelOthersuspicious KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowFTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091223_notice.xml
"Notice" labels (csv file): 20091223_notice.csv