MAWILab

Data set: 2016/10/08






Traffic Trace: 2016/10/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201610081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201610081400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20161008_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20161008_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 125
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
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
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Gamma, KL
network_scan_UDPOthersuspicious Hough, Gamma, KL, PCA
network_scan_UDPOthersuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSSH trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointSYN attacksuspicious Hough, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_multipointSSH trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activitySYN attacksuspicious Gamma
icmp_errorPing floodsuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
small_alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activitySYN attackanomalous Gamma, PCA
multipoint_to_multipointPing floodanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_pointHTTP trafficanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flowOtheranomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20161008_notice.xml
"Notice" labels (csv file): 20161008_notice.csv