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Traffic Trace: 2007/07/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200707301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200707301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20070730_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20070730_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 87
Proportion of anomalies in terms of occurrence:

Breakdown of the anomalies:

Taxonomy	Heuristic	Label	Detectors
network_scan_SYN_t	SYN attack	anomalous	Hough, Gamma, KL
network_scan_UDP	Other	anomalous	Hough, KL
network_scan_UDP	Other	anomalous	Hough, KL
network_scan_SYN_t	SYN attack	anomalous	Hough, Gamma, KL, PCA
network_scan_UDP	Other	anomalous	Hough, KL, PCA
network_scan_SYN_t	SYN attack	anomalous	KL
network_scan_ICMP_ecrq	Ping flood	anomalous	KL
network_scan_UDP	Other	suspicious	Hough, PCA
network_scan_ICMP_ecrq	Ping flood	suspicious	Hough
network_scan_SYN_t_139_445	SYN attack	suspicious	Hough
network_scan_SYN_t_139_445	SYN attack	suspicious	Hough
network_scan_SYN_t_139_445	SYN attack	suspicious	Hough
network_scan_UDP	Other	suspicious	Hough
network_scan_SYN_t_139_445	SYN attack	suspicious	Hough, KL
network_scan_UDP	Other	suspicious	KL
network_scan_UDP	Other	suspicious	KL
point_to_point_denial_of_service_SYN	SYN attack	suspicious	KL
network_scan_UDP_UDP_response	Other	suspicious	KL
distributed_denial_of_service_ICMP	Ping flood	suspicious	KL
point_to_point_port_scan_UDP	Other	suspicious	KL
distributed_denial_of_service_ICMP	Ping flood	suspicious	KL
distributed_denial_of_service_ICMP	Ping flood	suspicious	KL
network_scan_UDP	Other	suspicious	Hough, KL, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, KL, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma
alpha_flow	HTTPS traffic	anomalous	Gamma
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Gamma
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, KL, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	Other	anomalous	Hough, Gamma, KL
point_to_multipoint_HTTP	Ping flood	anomalous	Hough, Gamma, KL
multipoint_to_multipoint	Other	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Gamma, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, KL, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	Other	anomalous	Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	anomalous	PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	anomalous	PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	PCA
point_to_multipoint_HTTP	SYN attack	anomalous	Hough, Gamma, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
point_to_multipoint	Other	anomalous	Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	Hough
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	Hough
micro_alpha_flow	Other	suspicious	Hough
multipoint_to_point_low_activity	FTP traffic	suspicious	KL
heavy_hitter	Other	suspicious	KL
heavy_hitter	Other	suspicious	KL
multipoint_to_point_low_activity_HTTP	HTTP traffic	suspicious	KL
heavy_hitter	HTTP traffic	suspicious	KL
alpha_flow_HTTP	HTTP traffic	suspicious	KL
multipoint_to_point_low_activity_HTTP	HTTP traffic	suspicious	KL
alpha_flow_HTTP	HTTP traffic	suspicious	KL, PCA
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
point_to_multipoint_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_HTTP	HTTP traffic	suspicious	Hough, PCA
point_to_multipoint_HTTP	HTTP traffic	suspicious	PCA
alpha_flow_HTTP	HTTP traffic	suspicious	Hough, PCA
multipoint_to_multipoint	Other	suspicious	Hough, PCA
alpha_flow	HTTPS traffic	suspicious	PCA
empty	Unknown	suspicious	Hough
empty	Unknown	suspicious	Hough
Taxonomy	Heuristic	Label	Detectors

Other:

"Notice" labels (admd file): 20070730_notice.xml
"Notice" labels (csv file): 20070730_notice.csv