MAWILab

Data set: 2009/10/30






Traffic Trace: 2009/10/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091030_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091030_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 93
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_ACK_tHTTP trafficsuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, KL, PCA
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious KL
point_to_multipointSSH trafficsuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointOthersuspicious KL
heavy_hitterHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious KL
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough
point_to_multipointSSH trafficanomalous Hough, KL
point_to_multipointSSH trafficanomalous Hough
point_to_multipointOtheranomalous Hough, PCA
point_to_multipointSSH trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
ttl_errorPing floodanomalous Gamma, KL
small_alpha_flowOtheranomalous Gamma
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
micro_alpha_flowUnknownanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
micro_alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091030_notice.xml
"Notice" labels (csv file): 20091030_notice.csv