MAWILab

Data set: 2010/04/23






Traffic Trace: 2010/04/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201004231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201004231400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100423_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100423_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 83
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, KL
point_to_point_port_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPNetbios attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKOtheranomalous Hough, Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_UDPOthersuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowFTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
heavy_hitterHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100423_notice.xml
"Notice" labels (csv file): 20100423_notice.csv