MAWILab

Data set: 2010/02/14






Traffic Trace: 2010/02/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201002141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201002141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100214_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100214_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 53
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKOtheranomalous Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ACKOthersuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP attackanomalous KL, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
micro_alpha_flowSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPOthersuspicious Hough, KL, PCA
point_to_multipointOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipointOthersuspicious KL, PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activityFTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100214_notice.xml
"Notice" labels (csv file): 20100214_notice.csv