MAWILab

Data set: 2008/11/24






Traffic Trace: 2008/11/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200811241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200811241400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20081124_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20081124_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 73
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous KL
reflection_attack_DNSOtheranomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_ACKSSH trafficsuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_TCP_TCP_ICMP_responseOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma
point_to_multipointOtheranomalous Hough, Gamma, PCA
icmp_errorPing floodanomalous Hough, Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
alpha_flowOtheranomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
icmp_errorPing floodanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_pointSSH trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointNetbios attacksuspicious Hough, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20081124_notice.xml
"Notice" labels (csv file): 20081124_notice.csv