MAWILab

Data set: 2009/09/21






Traffic Trace: 2009/09/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090921_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090921_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 66
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityFTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPOthersuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
micro_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090921_notice.xml
"Notice" labels (csv file): 20090921_notice.csv