MAWILab

Data set: 2010/06/01






Traffic Trace: 2010/06/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201006011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201006011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100601_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100601_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 71
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_Sasser_backdoorSasser wormanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_ACKOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
point_to_point_port_scan_UDPOtheranomalous KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointRST attackanomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointRST attacksuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL, PCA
small_alpha_flowFTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100601_notice.xml
"Notice" labels (csv file): 20100601_notice.csv