MAWILab

Data set: 2017/01/28






Traffic Trace: 2017/01/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201701281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201701281400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20170128_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20170128_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 84
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Gamma
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
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough, KL
point_to_multipointSSH trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma
icmp_errorPing floodsuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSSH trafficsuspicious Hough, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious KL
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
alpha_flowOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20170128_notice.xml
"Notice" labels (csv file): 20170128_notice.csv