MAWILab

Data set: 2011/02/28






Traffic Trace: 2011/02/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201102281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201102281400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 201102281400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 70
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough
SYN scanAnomalous Hough, Gamma
RST scanAnomalous Hough
SYN scanAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
Ping floodAnomalous Hough, Gamma, PCA
Ping floodAnomalous Hough, Gamma, KL
Ping floodAnomalous Gamma, KL, PCA
Scan HTTPAnomalous Hough, Gamma, PCA
NetbiosSuspicious Gamma
SYN scanSuspicious Hough, Gamma
SYN scanSuspicious Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPSAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPSuspicious Hough
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma
HTTPSSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough, Gamma, KL
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 201102281400_notice.xml