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Traffic Trace: 2008/05/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200805211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200805211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080521_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080521_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 158
Proportion of anomalies in terms of occurrence:

Breakdown of the anomalies:

Taxonomy	Heuristic	Label	Detectors
network_scan_SYN_t	SYN attack	anomalous	Hough
network_scan_SYN_t	SYN attack	anomalous	Hough, Gamma, KL, PCA
network_scan_UDP	Other	anomalous	Hough
network_scan_UDP	Other	anomalous	Hough
network_scan_SYN_t	SYN attack	anomalous	Hough
network_scan_TCP_ICMP_du_response	Ping flood	anomalous	Hough, Gamma, KL
point_to_point_port_scan_UDP	Other	anomalous	Gamma, KL
network_scan_ICMP_ecrq	Ping flood	anomalous	Gamma, KL
network_scan_UDP	Other	anomalous	Gamma, KL
network_scan_ICMP_ecrq	Ping flood	anomalous	Gamma, KL
network_scan_SYN_t_139_445	SYN attack	anomalous	Hough, KL
network_scan_SYN_t_139_445	SYN attack	anomalous	Hough, Gamma, KL
network_scan_UDP	Other	anomalous	KL
network_scan_ICMP_ecrq	Ping flood	anomalous	KL
network_scan_UDP	Other	anomalous	KL
network_scan_UDP	Other	anomalous	KL
network_scan_UDP	Other	anomalous	Hough, Gamma, KL
network_scan_SYN_t_139_445	SYN attack	anomalous	KL
network_scan_UDP	Other	anomalous	Hough, Gamma, KL
network_scan_SYN_t_139_445	SYN attack	anomalous	KL
network_scan_UDP	Other	anomalous	Gamma, KL
network_scan_UDP	Other	anomalous	KL
network_scan_UDP	Other	anomalous	KL
network_scan_UDP	Other	anomalous	Gamma, KL, PCA
network_scan_UDP	Other	anomalous	KL
network_scan_UDP	Other	anomalous	KL
network_scan_UDP	Other	anomalous	KL
network_scan_UDP	Other	anomalous	KL
network_scan_ICMP_ecrq	Ping flood	anomalous	Gamma, KL
network_scan_ICMP_ecrq	Ping flood	anomalous	Gamma, KL, PCA
network_scan_UDP_UDP_response	Other	anomalous	Gamma, PCA
network_scan_UDP_UDP_response	Other	anomalous	Hough, Gamma, KL, PCA
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_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_UDP_response	Other	suspicious	Gamma, KL
network_scan_UDP	Other	suspicious	KL
network_scan_UDP	Other	suspicious	KL
network_scan_SYN_t_139_445	SYN attack	suspicious	KL
network_scan_UDP	Netbios attack	suspicious	KL
network_scan_UDP_UDP_response	Other	suspicious	KL
point_to_point_port_scan_UDP	Other	suspicious	KL
network_scan_UDP_ICMP_du_response	Ping flood	suspicious	KL
network_scan_UDP_UDP_response	Other	suspicious	KL
network_scan_UDP	Other	suspicious	KL
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
small_alpha_flow	HTTP traffic	anomalous	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	anomalous	Hough
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, PCA
small_alpha_flow	HTTP traffic	anomalous	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	anomalous	Hough
small_alpha_flow	Other	anomalous	Hough
small_alpha_flow	HTTP traffic	anomalous	Hough, Gamma
multipoint_to_point_low_activity	HTTPS traffic	anomalous	Hough, Gamma
multipoint_to_point	Other	anomalous	Hough, Gamma
point_to_multipoint	Other	anomalous	Hough, Gamma, KL, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	Other	anomalous	Gamma, KL
small_alpha_flow	FTP traffic	anomalous	Gamma, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Gamma, KL
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Gamma, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Gamma, KL, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
point_to_multipoint	Other	anomalous	Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	Gamma, PCA
ttl_error	Ping flood	anomalous	Gamma, KL
multipoint_to_point	Other	anomalous	Hough, Gamma, KL
point_to_multipoint_low_activity	SSH traffic	anomalous	Hough, KL
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, KL
point_to_multipoint	Other	anomalous	Hough, Gamma, KL
multipoint_to_multipoint	Other	anomalous	Hough, Gamma, KL
point_to_multipoint	Other	anomalous	Hough, Gamma, KL, PCA
ttl_error	Ping flood	anomalous	Gamma, KL
point_to_multipoint_HTTP	HTTP attack	anomalous	Hough, Gamma, KL
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, KL
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL
multipoint_to_point_low_activity	Other	anomalous	Gamma, KL
point_to_multipoint_low_activity	Other	anomalous	KL
point_to_multipoint_low_activity	Other	anomalous	Gamma, KL
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, KL
point_to_multipoint	Other	anomalous	KL
alpha_flow_HTTP	HTTP traffic	anomalous	KL
point_to_multipoint_HTTP	SYN attack	anomalous	KL
multipoint_to_multipoint	Other	anomalous	KL
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, KL, PCA
multipoint_to_multipoint	Ping flood	anomalous	Gamma, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
point_to_multipoint	FTP traffic	anomalous	PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	Gamma, PCA
small_alpha_flow	HTTP traffic	anomalous	PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	Other	anomalous	Hough, Gamma, KL, PCA
multipoint_to_point	Other	anomalous	Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_multipoint	HTTP traffic	anomalous	PCA
multipoint_to_point	Other	anomalous	PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Gamma, PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Gamma, KL, PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	PCA
alpha_flow_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Gamma, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Hough, Gamma, PCA
micro_alpha_flow	HTTP traffic	anomalous	PCA
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
multipoint_to_point_HTTP	HTTP traffic	suspicious	Hough, Gamma, PCA
ipv4_gre_tunnel	Other	suspicious	Hough, Gamma
small_alpha_flow	Unknown	suspicious	Hough
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
small_alpha_flow	HTTP traffic	suspicious	Hough, Gamma
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
alpha_flow	Other	suspicious	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	Hough
small_alpha_flow	HTTP traffic	suspicious	Hough
alpha_flow	Other	suspicious	Hough
alpha_flow_HTTP	HTTP traffic	suspicious	Hough
small_alpha_flow	HTTP traffic	suspicious	Hough
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	Hough
multipoint_to_point_low_activity_HTTP	HTTP traffic	suspicious	Hough
point_to_multipoint_HTTP	HTTP traffic	suspicious	Hough, Gamma, PCA
multipoint_to_point_HTTP	HTTP traffic	suspicious	Hough, Gamma
alpha_flow	HTTPS traffic	suspicious	Hough, Gamma
multipoint_to_multipoint	HTTP traffic	suspicious	Gamma, KL
multipoint_to_point_HTTP	SYN attack	suspicious	Gamma, PCA
multipoint_to_point_HTTP	HTTP traffic	suspicious	KL
alpha_flow	HTTPS traffic	suspicious	Gamma, KL
alpha_flow	HTTPS traffic	suspicious	KL
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_low_activity	Other	suspicious	PCA
Taxonomy	Heuristic	Label	Detectors

Other:

"Notice" labels (admd file): 20080521_notice.xml
"Notice" labels (csv file): 20080521_notice.csv