MAWILab

Data set: 2018/05/12






Traffic Trace: 2018/05/12

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201805121400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201805121400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20180512_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20180512_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 81
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_pointSYN attackanomalous Hough, KL
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
small_alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointOthersuspicious Hough
host_outagePing floodsuspicious Gamma
point_to_multipointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityNetbios attacksuspicious Gamma
icmp_errorPing floodsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
small_alpha_flowOthersuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
micro_alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_pointFIN attacksuspicious PCA
multipoint_to_pointOthersuspicious PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20180512_notice.xml
"Notice" labels (csv file): 20180512_notice.csv