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train · 100k rows

Cluster stringclasses 8 values	Namespace stringclasses 4 values	Policy Violations int64 0 6	Suspicious Process Executions int64 0 1	Image Vulnerabilities int64 0 18	Service Configurations stringclasses 3 values	Service Reachability stringclasses 2 values	NEP Vulnerabilities int64 0 5	RBAC Configuration stringclasses 3 values	Protocol Anomalies int64 0 1	Routing Table Changes int64 0 1	DoS Attacks int64 0 2	Firewall Events int64 0 3	Authentication Failures int64 0 3	Authorization Failures int64 0 1	SSL/TLS Certificate Expiry int64 0 1	NTP Synchronization int64 0 1	Unauthorized Device Inventory int64 0 1	Backup Integrity int64 0 1	NMS Alerts int64 0 3	Risk Score float64 4 84
5G_RAN_Cluster_eu-west1	ericsson	5	1	7	Good	Internal	5	Low	0	0	2	2	0	0	0	0	0	1	2	48
5G_Core_Cluster_eu-west1	ericsson	0	0	4	Good	Internal	0	High	0	0	0	0	0	0	0	0	0	0	0	14
5G_RAN_Cluster_us-east1	nokia	4	1	4	Average	Internal	4	Medium	0	0	2	2	1	0	0	0	0	0	2	40.5
5G_Core_Cluster_ap-southeast1	nokia	3	0	9	Good	Internal	3	Low	0	0	2	2	1	0	1	0	0	0	2	46.5
5G_Core_Cluster_us-west2	ericsson	0	0	5	Good	Internal	0	Medium	0	0	0	0	0	0	0	0	0	0	0	15
5G_Core_Cluster_us-west2	ericsson	2	0	17	Average	Internal	2	Low	0	0	0	0	0	0	1	0	0	0	0	49
5G_RAN_Cluster_eu-west1	nokia	1	0	9	Poor	Internal	0	Low	0	0	0	0	1	0	1	0	0	0	0	30
5G_Core_Cluster_ap-southeast1	huawei	0	0	12	Good	External	0	High	1	1	1	2	1	0	1	0	0	0	2	46
5G_RAN_Cluster_us-east1	ericsson	0	0	0	Good	External	0	Low	1	1	1	2	3	1	0	0	0	0	2	20
5G_Core_Cluster_eu-west1	huawei	2	0	12	Average	Internal	2	Low	0	0	0	0	1	0	1	0	0	0	0	40
5G_RAN_Cluster_ap-southeast1	nokia	2	0	7	Good	Internal	2	Low	0	0	0	0	3	1	0	0	0	0	0	29
5G_RAN_Cluster_us-east1	huawei	4	1	5	Average	Internal	4	Medium	0	0	2	2	0	0	0	1	0	1	2	43.5
5G_RAN_Cluster_eu-west1	huawei	2	0	11	Poor	External	1	High	1	1	1	2	1	0	1	0	0	0	2	51.5
5G_Core_Cluster_ap-southeast1	huawei	3	0	5	Poor	Internal	2	Medium	0	0	2	2	1	0	0	0	0	0	2	37
5G_RAN_Cluster_us-east1	nokia	4	1	7	Average	Internal	4	Medium	0	0	2	2	0	0	0	0	0	0	2	45.5
5G_RAN_Cluster_eu-west1	ericsson	4	1	3	Good	Internal	4	Medium	0	0	2	2	0	0	0	0	0	0	2	36.5
5G_Core_Cluster_us-west2	nokia	4	1	3	Good	Internal	4	Low	0	0	2	2	0	0	0	0	0	0	2	35.5
5G_RAN_Cluster_us-west2	nokia	5	1	2	Good	Internal	5	Low	0	0	2	2	0	0	0	0	0	0	2	37
5G_RAN_Cluster_ap-southeast1	ericsson	1	0	9	Good	Internal	1	Medium	0	0	0	0	3	1	1	0	0	0	0	33.5
5G_Core_Cluster_eu-west1	ericsson	2	0	3	Good	Internal	2	Medium	0	0	0	0	0	0	0	0	0	0	0	18
5G_RAN_Cluster_us-east1	huawei	3	0	10	Average	Internal	3	High	0	0	2	2	0	0	1	0	0	0	2	50.5
5G_Core_Cluster_ap-southeast1	ericsson	1	0	0	Good	External	1	Medium	1	1	1	2	1	0	0	0	0	0	2	21.5
5G_RAN_Cluster_us-east1	huawei	3	0	6	Poor	Internal	2	High	0	0	2	2	1	0	0	0	0	0	2	40
5G_RAN_Cluster_us-east1	huawei	4	1	8	Poor	External	3	Low	1	1	2	3	0	0	0	0	0	0	3	53
5G_RAN_Cluster_us-west2	mavenir	1	0	9	Average	Internal	1	High	0	0	0	0	0	0	1	0	0	0	0	31.5
5G_RAN_Cluster_eu-west1	nokia	1	0	5	Good	External	1	Low	1	1	1	2	1	0	0	0	1	0	2	31.5
5G_Core_Cluster_us-west2	huawei	2	0	9	Good	Internal	2	Medium	0	0	0	0	1	0	1	1	0	0	0	35
5G_Core_Cluster_eu-west1	huawei	3	0	6	Poor	Internal	2	Medium	0	0	2	2	0	0	0	0	0	0	2	38
5G_Core_Cluster_us-east1	huawei	5	1	9	Poor	External	4	Medium	1	1	2	3	0	0	1	0	0	0	3	62.5
5G_RAN_Cluster_us-east1	ericsson	1	0	11	Average	Internal	1	Low	0	0	0	0	0	0	1	0	0	0	0	33.5
5G_RAN_Cluster_ap-southeast1	nokia	1	0	5	Average	Internal	1	High	0	0	0	0	3	1	0	0	0	0	0	24.5
5G_RAN_Cluster_eu-west1	mavenir	1	0	1	Average	Internal	1	Medium	0	0	0	0	1	0	0	0	0	0	0	12.5
5G_RAN_Cluster_eu-west1	huawei	5	1	6	Good	Internal	5	Medium	0	0	2	2	2	1	0	0	0	0	2	49
5G_Core_Cluster_eu-west1	ericsson	1	0	12	Average	Internal	1	Medium	0	0	0	0	0	0	1	0	0	0	0	36.5
5G_Core_Cluster_eu-west1	mavenir	1	0	0	Average	Internal	1	Low	0	0	0	0	0	0	0	0	1	0	0	9.5
5G_Core_Cluster_us-west2	ericsson	3	0	2	Good	Internal	3	Medium	0	0	2	2	0	0	0	0	0	0	2	29.5
5G_Core_Cluster_us-west2	nokia	3	0	15	Poor	Internal	2	Low	0	0	2	2	1	0	1	0	0	0	2	59
5G_Core_Cluster_us-west2	mavenir	6	1	7	Poor	Internal	5	High	0	0	2	2	1	0	0	0	0	0	2	54
5G_RAN_Cluster_us-west2	huawei	1	0	11	Poor	Internal	0	Medium	0	0	0	0	0	0	1	0	0	0	0	34
5G_RAN_Cluster_ap-southeast1	huawei	1	0	2	Poor	Internal	0	Medium	0	0	0	0	0	0	0	0	0	0	0	13
5G_RAN_Cluster_eu-west1	nokia	1	0	16	Good	Internal	1	Medium	0	0	0	0	2	1	1	0	0	0	0	46.5
5G_Core_Cluster_us-east1	mavenir	5	1	1	Good	External	5	Low	1	1	2	3	1	0	0	0	0	0	3	43
5G_RAN_Cluster_ap-southeast1	huawei	3	0	10	Average	Internal	3	Low	0	0	2	2	0	0	1	0	0	0	2	48.5
5G_RAN_Cluster_us-east1	huawei	2	0	0	Good	Internal	2	Medium	0	0	0	0	3	1	0	1	0	0	0	17
5G_RAN_Cluster_eu-west1	huawei	0	0	0	Average	Internal	0	Low	0	0	0	0	0	0	0	1	0	0	0	6
5G_RAN_Cluster_eu-west1	mavenir	2	0	14	Average	Internal	2	Medium	0	0	0	0	0	0	1	0	0	0	0	44
5G_RAN_Cluster_ap-southeast1	nokia	2	0	1	Good	External	2	Medium	1	1	1	2	0	0	0	0	0	0	2	26
5G_RAN_Cluster_us-west2	ericsson	2	0	15	Good	Internal	2	High	0	0	0	0	1	0	1	0	0	0	0	47
5G_Core_Cluster_us-west2	nokia	2	0	8	Average	Internal	2	Low	0	0	0	0	0	0	0	0	0	0	0	28
5G_RAN_Cluster_us-west2	nokia	4	1	1	Good	Internal	4	Low	0	0	2	2	0	0	0	0	0	0	2	31.5
5G_Core_Cluster_eu-west1	mavenir	3	0	3	Poor	External	2	Medium	1	1	2	3	0	0	0	0	0	0	3	39
5G_Core_Cluster_eu-west1	mavenir	4	1	9	Poor	External	3	Low	1	1	2	3	0	0	1	0	0	0	3	58
5G_RAN_Cluster_eu-west1	nokia	4	1	8	Good	External	4	Low	1	1	2	3	1	0	0	0	0	0	3	53.5
5G_Core_Cluster_ap-southeast1	mavenir	1	0	12	Good	Internal	1	High	0	0	0	0	1	0	1	0	1	0	0	38.5
5G_RAN_Cluster_us-east1	huawei	4	1	1	Good	External	4	Medium	1	1	2	3	3	1	0	1	0	0	3	44.5
5G_Core_Cluster_eu-west1	mavenir	2	0	0	Average	Internal	2	Low	0	0	0	0	2	1	0	0	0	0	0	15
5G_Core_Cluster_us-west2	ericsson	1	0	0	Good	Internal	1	Low	0	0	0	0	0	0	0	0	0	0	0	7.5
5G_Core_Cluster_us-east1	nokia	2	0	8	Poor	Internal	1	Medium	0	0	0	0	0	0	0	0	0	0	0	28.5
5G_RAN_Cluster_eu-west1	mavenir	1	0	10	Good	Internal	1	Low	0	0	0	0	1	0	1	0	1	0	0	32.5
5G_RAN_Cluster_us-east1	ericsson	0	0	2	Good	Internal	0	Low	0	0	0	0	1	0	0	0	0	0	0	9
5G_RAN_Cluster_us-west2	ericsson	1	0	0	Average	Internal	1	Low	0	0	0	0	1	0	0	0	0	1	0	10.5
5G_Core_Cluster_us-west2	nokia	3	0	8	Good	Internal	3	High	0	0	2	2	3	1	0	0	0	0	2	46.5
5G_RAN_Cluster_ap-southeast1	huawei	6	1	10	Poor	External	5	High	1	1	2	3	1	0	1	1	0	0	3	71
5G_Core_Cluster_us-west2	huawei	1	0	3	Good	External	1	Low	1	1	1	2	3	1	0	0	0	0	2	29.5
5G_RAN_Cluster_us-east1	ericsson	4	1	14	Good	External	4	Medium	1	1	2	3	2	1	1	1	0	0	3	72.5
5G_RAN_Cluster_us-west2	nokia	4	1	0	Poor	Internal	3	Low	0	0	2	2	1	0	0	0	0	0	2	31
5G_RAN_Cluster_ap-southeast1	ericsson	2	0	10	Average	Internal	2	Medium	0	0	0	0	0	0	1	0	0	0	0	36
5G_Core_Cluster_ap-southeast1	ericsson	4	1	10	Good	Internal	4	Low	0	0	2	2	0	0	1	0	0	0	2	52.5
5G_RAN_Cluster_us-west2	huawei	4	1	4	Poor	Internal	3	High	0	0	2	2	0	0	0	0	0	0	2	40
5G_RAN_Cluster_us-west2	ericsson	2	0	5	Poor	Internal	1	Low	0	0	0	0	0	0	0	0	0	0	0	21.5
5G_Core_Cluster_ap-southeast1	ericsson	4	1	12	Good	Internal	4	Low	0	0	2	2	1	0	1	0	0	0	2	57.5
5G_RAN_Cluster_ap-southeast1	ericsson	2	0	8	Good	Internal	2	Low	0	0	0	0	0	0	0	0	0	0	0	27
5G_Core_Cluster_eu-west1	huawei	4	1	1	Poor	External	3	High	1	1	2	3	2	1	0	0	0	0	3	44
5G_Core_Cluster_ap-southeast1	ericsson	0	0	7	Good	Internal	0	Low	0	0	0	0	1	0	0	0	0	0	0	19
5G_RAN_Cluster_us-east1	mavenir	2	0	7	Average	Internal	2	High	0	0	0	0	0	0	0	0	0	0	0	28
5G_Core_Cluster_us-west2	ericsson	2	0	2	Good	Internal	2	Low	0	0	0	0	1	0	0	0	0	0	0	16
5G_RAN_Cluster_eu-west1	huawei	2	0	2	Average	Internal	2	High	0	0	0	0	0	0	0	0	0	0	0	18
5G_Core_Cluster_ap-southeast1	nokia	2	0	0	Good	External	2	Medium	1	1	1	2	2	1	0	0	0	0	2	27
5G_RAN_Cluster_us-east1	huawei	4	1	8	Average	External	4	Medium	1	1	2	3	0	0	0	0	0	0	3	54.5
5G_RAN_Cluster_us-east1	huawei	4	1	3	Good	External	4	Medium	1	1	2	3	0	0	0	0	0	0	3	43.5
5G_RAN_Cluster_us-west2	nokia	1	0	3	Good	Internal	1	Low	0	0	0	0	2	1	0	0	0	0	0	16.5
5G_Core_Cluster_eu-west1	ericsson	4	1	11	Poor	External	3	Medium	1	1	2	3	0	0	1	0	0	1	3	64
5G_Core_Cluster_us-east1	ericsson	1	0	3	Average	Internal	1	Medium	0	0	0	0	1	0	0	0	0	0	0	16.5
5G_Core_Cluster_ap-southeast1	mavenir	5	1	2	Poor	External	4	Low	1	1	2	3	1	0	0	0	0	0	3	45.5
5G_Core_Cluster_us-east1	mavenir	6	1	4	Poor	External	5	High	1	1	2	3	1	0	0	0	0	0	3	55
5G_Core_Cluster_eu-west1	ericsson	1	0	8	Good	External	1	Low	1	1	1	2	0	0	0	0	0	0	2	35.5
5G_Core_Cluster_eu-west1	ericsson	4	1	8	Average	External	4	Low	1	1	2	3	0	0	0	0	0	0	3	53.5
5G_RAN_Cluster_us-east1	nokia	2	0	13	Poor	Internal	1	Medium	0	0	0	0	1	0	1	0	0	0	0	42.5
5G_RAN_Cluster_ap-southeast1	ericsson	3	0	0	Good	Internal	3	Medium	0	0	2	2	0	0	0	0	0	0	2	25.5
5G_RAN_Cluster_us-west2	ericsson	2	0	6	Good	External	2	Low	1	1	1	2	0	0	0	0	0	0	2	35
5G_Core_Cluster_ap-southeast1	ericsson	2	0	4	Average	External	2	Medium	1	1	1	2	1	0	0	0	0	0	2	34
5G_Core_Cluster_us-east1	ericsson	4	1	0	Good	Internal	4	Low	0	0	2	2	0	0	0	0	0	0	2	29.5
5G_RAN_Cluster_us-west2	mavenir	1	0	5	Average	External	1	High	1	1	1	2	0	0	0	0	0	0	2	32.5
5G_Core_Cluster_ap-southeast1	ericsson	5	1	10	Good	Internal	5	Medium	0	0	2	2	0	0	1	0	0	0	2	57
5G_Core_Cluster_us-west2	huawei	5	1	8	Average	Internal	5	Low	0	0	2	2	2	1	0	0	0	0	2	53
5G_RAN_Cluster_us-east1	mavenir	3	0	6	Good	External	3	Low	1	1	2	3	1	0	0	0	0	0	3	44.5
5G_RAN_Cluster_ap-southeast1	ericsson	4	1	6	Good	Internal	4	Low	0	0	2	2	0	0	0	0	0	0	2	41.5
5G_Core_Cluster_eu-west1	huawei	1	0	5	Poor	External	0	High	1	1	1	2	1	0	0	1	0	0	2	34
5G_RAN_Cluster_eu-west1	huawei	5	1	4	Poor	External	4	Low	1	1	2	3	2	1	0	0	0	0	3	51.5
5G_Core_Cluster_ap-southeast1	mavenir	4	1	17	Poor	Internal	3	High	0	0	2	2	0	0	1	0	0	0	2	69