MAWILab

Data set: 2009/09/19






Traffic Trace: 2009/09/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909191400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090919_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090919_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 70
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_te_responsePing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPNetbios attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
ttl_errorPing floodanomalous Hough, KL
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_pointOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
point_to_multipointRST attacksuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
ttl_errorPing floodsuspicious Hough, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_pointHTTP trafficsuspicious Hough, PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090919_notice.xml
"Notice" labels (csv file): 20090919_notice.csv