MAWILab

Data set: 2017/10/01






Traffic Trace: 2017/10/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201710011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201710011400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20171001_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20171001_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 120
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, KL
distributed_denial_of_service_UDPOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, Gamma, KL
small_network_scan_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma
multipoint_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL
point_to_multipointSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
micro_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_pointRST attacksuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointOthersuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20171001_notice.xml
"Notice" labels (csv file): 20171001_notice.csv