MAWILab

Data set: 2008/01/03






Traffic Trace: 2008/01/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200801031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200801031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080103_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080103_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
network_scan_ACKHTTP trafficanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_ACKOthersuspicious Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
ipv4_gre_tunnelOtheranomalous Hough, Gamma
point_to_multipoint_low_activityOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointSYN attackanomalous Hough, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
small_alpha_flowHTTPS trafficanomalous Hough
multipoint_to_pointPing floodanomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flowOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma
point_to_pointHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough
point_to_multipoint_HTTPRST attacksuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Gamma
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Gamma
multipoint_to_pointSSH trafficsuspicious Gamma
heavy_hitterHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_pointRST attacksuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080103_notice.xml
"Notice" labels (csv file): 20080103_notice.csv