MAWILab

Data set: 2008/04/02






Traffic Trace: 2008/04/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200804021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200804021400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200804021400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 155
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
SYN scanAnomalous Hough, Gamma, PCA
RST scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough
SYN scanSuspicious Hough
SYN scanSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
Ping floodSuspicious Gamma
Ping floodSuspicious Gamma, PCA
Ping floodSuspicious Gamma, KL
HTTPAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma
SSHAnomalous Gamma, KL, PCA
HTTPAnomalous Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPSAnomalous Gamma, KL, PCA
HTTPSuspicious Hough
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
FTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough
HTTPSuspicious Gamma
HTTPSuspicious Hough
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
FTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
SSHSuspicious Gamma
SSHSuspicious Gamma
HTTPSuspicious Hough
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
SSHSuspicious Gamma, PCA
FTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
FTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
UnknownAnomalous Hough
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough
UnknownAnomalous Gamma, KL
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 200804021400_notice.xml