MAWILab

Data set: 2014/08/01






Traffic Trace: 2014/08/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201408011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201408011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140801_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140801_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 106
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
small_point_to_point_denial_of_service_SYNSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
alpha_flowSSH trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL
micro_alpha_flowOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointSSH trafficsuspicious Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
alpha_flowOtheranomalous Hough, Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
icmp_errorPing floodanomalous KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140801_notice.xml
"Notice" labels (csv file): 20140801_notice.csv