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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_us-east1	ericsson	2	0	5	Average	External	2	Low	1	1	1	2	0	0	0	0	0	0	2	34
5G_Core_Cluster_us-west2	nokia	4	1	9	Poor	Internal	3	Medium	0	0	2	2	1	0	1	0	0	0	2	53
5G_RAN_Cluster_eu-west1	huawei	3	0	8	Poor	Internal	2	Medium	0	0	2	2	0	0	0	0	0	0	2	42
5G_Core_Cluster_eu-west1	nokia	3	0	0	Average	Internal	3	Medium	0	0	2	2	0	0	0	0	0	0	2	26.5
5G_Core_Cluster_us-east1	ericsson	0	0	12	Good	Internal	0	Medium	0	0	0	0	0	0	1	0	0	0	0	32
5G_Core_Cluster_ap-southeast1	huawei	5	1	6	Good	Internal	5	High	0	0	2	2	2	1	0	0	0	0	2	50
5G_Core_Cluster_ap-southeast1	huawei	4	1	10	Good	Internal	4	High	0	0	2	2	1	0	1	0	0	0	2	55.5
5G_RAN_Cluster_ap-southeast1	nokia	3	0	0	Poor	Internal	2	Low	0	0	2	2	0	0	0	1	0	0	2	26
5G_RAN_Cluster_ap-southeast1	ericsson	1	0	6	Good	External	1	Low	1	1	1	2	0	0	0	0	0	0	2	31.5
5G_Core_Cluster_us-west2	huawei	5	1	3	Poor	Internal	4	High	0	0	2	2	3	1	0	0	0	0	2	45.5
5G_Core_Cluster_eu-west1	huawei	2	0	4	Average	External	2	High	1	1	1	2	0	0	0	0	0	0	2	34
5G_RAN_Cluster_us-west2	huawei	2	0	9	Average	External	2	Medium	1	1	1	2	0	0	1	0	0	0	2	46
5G_Core_Cluster_eu-west1	huawei	2	0	6	Poor	External	1	Medium	1	1	1	2	1	0	0	0	0	0	2	37.5
5G_Core_Cluster_us-west2	huawei	4	1	12	Poor	External	3	Medium	1	1	2	3	0	0	1	0	0	1	3	66
5G_Core_Cluster_us-east1	ericsson	2	0	8	Good	External	2	Low	1	1	1	2	1	0	0	0	0	0	2	40
5G_Core_Cluster_us-west2	nokia	4	1	1	Good	External	4	High	1	1	2	3	1	0	0	0	0	0	3	41.5
5G_Core_Cluster_us-east1	mavenir	4	1	5	Good	External	4	Medium	1	1	2	3	1	0	0	0	0	0	3	48.5
5G_RAN_Cluster_us-west2	nokia	2	0	0	Good	Internal	2	Low	0	0	0	0	0	0	0	0	0	0	0	11
5G_RAN_Cluster_eu-west1	nokia	2	0	5	Average	Internal	2	Low	0	0	0	0	2	1	0	0	0	0	0	25
5G_Core_Cluster_us-west2	mavenir	3	0	1	Poor	External	2	Medium	1	1	2	3	2	1	0	0	0	0	3	38
5G_RAN_Cluster_us-east1	ericsson	1	0	7	Average	Internal	1	Medium	0	0	0	0	0	0	0	0	0	0	0	23.5
5G_RAN_Cluster_us-west2	huawei	1	0	1	Average	External	1	Medium	1	1	1	2	2	1	0	0	0	0	2	26.5
5G_RAN_Cluster_ap-southeast1	ericsson	5	1	4	Good	Internal	5	Low	0	0	2	2	1	0	0	0	0	0	2	42
5G_RAN_Cluster_us-west2	mavenir	5	1	5	Good	Internal	5	High	0	0	2	2	0	0	0	0	0	0	2	45
5G_Core_Cluster_ap-southeast1	ericsson	2	0	3	Average	Internal	2	Low	0	0	0	0	1	0	0	0	0	0	0	19
5G_RAN_Cluster_us-west2	nokia	0	0	6	Average	Internal	0	Low	0	0	0	0	0	0	0	0	0	1	0	18
5G_Core_Cluster_ap-southeast1	ericsson	4	1	10	Good	External	4	Low	1	1	2	3	2	1	1	0	0	0	3	62.5
5G_Core_Cluster_us-west2	ericsson	4	1	3	Average	Internal	4	Low	0	0	2	2	0	0	0	0	0	0	2	36.5
5G_Core_Cluster_ap-southeast1	nokia	3	0	1	Poor	Internal	2	Low	0	0	2	2	2	1	0	0	0	0	2	30
5G_Core_Cluster_us-east1	ericsson	0	0	0	Good	Internal	0	Low	0	0	0	0	0	0	0	0	0	0	0	4
5G_RAN_Cluster_eu-west1	nokia	3	0	13	Poor	External	2	High	1	1	2	3	1	0	1	0	0	0	3	64
5G_RAN_Cluster_us-west2	huawei	3	0	4	Poor	External	2	Medium	1	1	2	3	0	0	0	0	0	0	3	41
5G_RAN_Cluster_us-east1	ericsson	0	0	12	Good	Internal	0	Low	0	0	0	0	1	0	1	0	1	0	0	33
5G_Core_Cluster_us-east1	mavenir	2	0	8	Good	External	2	Medium	1	1	1	2	2	1	0	0	0	0	2	43
5G_RAN_Cluster_ap-southeast1	nokia	1	0	7	Good	Internal	1	High	0	0	0	0	3	1	0	0	0	0	0	27.5
5G_Core_Cluster_us-east1	mavenir	3	0	3	Poor	External	2	Low	1	1	2	3	0	0	0	0	0	0	3	38
5G_RAN_Cluster_ap-southeast1	mavenir	4	1	3	Average	External	4	High	1	1	2	3	2	1	0	0	0	0	3	48.5
5G_RAN_Cluster_eu-west1	mavenir	1	0	9	Good	External	1	Low	1	1	1	2	0	0	1	0	1	0	2	41.5
5G_RAN_Cluster_ap-southeast1	huawei	2	0	0	Average	External	2	High	1	1	1	2	0	0	0	0	0	0	2	26
5G_RAN_Cluster_us-east1	huawei	4	1	3	Average	Internal	4	High	0	0	2	2	1	0	0	0	0	0	2	39.5
5G_RAN_Cluster_us-west2	huawei	2	0	1	Average	External	2	High	1	1	1	2	2	1	0	0	0	0	2	31
5G_Core_Cluster_us-west2	huawei	4	1	10	Good	Internal	4	Low	0	0	2	2	2	1	1	0	0	0	2	55.5
5G_RAN_Cluster_eu-west1	huawei	0	0	8	Average	External	0	Low	1	1	1	2	1	0	0	0	0	0	2	34
5G_RAN_Cluster_us-east1	ericsson	2	0	13	Good	External	2	Low	1	1	1	2	0	0	1	0	0	0	2	52
5G_RAN_Cluster_ap-southeast1	nokia	0	0	4	Good	Internal	0	Low	0	0	0	0	3	1	0	0	0	0	0	16
5G_RAN_Cluster_us-west2	nokia	1	0	13	Poor	Internal	0	High	0	0	0	0	1	0	1	0	1	1	0	42
5G_RAN_Cluster_us-east1	huawei	3	0	2	Poor	External	2	High	1	1	2	3	2	1	0	0	0	0	3	41
5G_Core_Cluster_ap-southeast1	ericsson	2	0	2	Good	Internal	2	High	0	0	0	0	0	0	0	0	0	0	0	17
5G_RAN_Cluster_us-east1	ericsson	4	1	3	Good	Internal	4	Medium	0	0	2	2	1	0	0	0	0	0	2	37.5
5G_RAN_Cluster_ap-southeast1	nokia	2	0	0	Good	Internal	2	Low	0	0	0	0	0	0	0	0	1	0	0	12
5G_Core_Cluster_us-east1	nokia	2	0	0	Good	External	2	Medium	1	1	1	2	0	0	0	0	0	0	2	24
5G_Core_Cluster_us-west2	nokia	5	1	5	Poor	External	4	Low	1	1	2	3	1	0	0	0	0	0	3	51.5
5G_RAN_Cluster_eu-west1	mavenir	2	0	8	Good	Internal	2	High	0	0	0	0	0	0	0	0	0	0	0	29
5G_RAN_Cluster_us-east1	ericsson	1	0	8	Good	Internal	1	High	0	0	0	0	0	0	0	0	0	0	0	25.5
5G_RAN_Cluster_eu-west1	ericsson	1	0	5	Average	External	1	Low	1	1	1	2	0	0	0	0	0	0	2	30.5
5G_Core_Cluster_us-west2	huawei	1	0	5	Good	Internal	1	Low	0	0	0	0	2	1	0	0	1	0	0	21.5
5G_Core_Cluster_eu-west1	ericsson	2	0	0	Good	Internal	2	Medium	0	0	0	0	0	0	0	0	0	0	0	12
5G_RAN_Cluster_us-west2	ericsson	3	0	4	Average	Internal	3	Medium	0	0	2	2	0	0	0	0	0	1	2	35.5
5G_RAN_Cluster_us-east1	mavenir	2	0	10	Average	External	2	High	1	1	1	2	2	1	1	0	0	0	2	52
5G_Core_Cluster_ap-southeast1	huawei	3	0	1	Poor	External	2	Medium	1	1	2	3	3	1	0	0	0	0	3	39
5G_RAN_Cluster_us-east1	huawei	2	0	9	Poor	Internal	1	High	0	0	0	0	2	1	1	0	1	0	0	38.5
5G_RAN_Cluster_eu-west1	ericsson	3	0	1	Poor	External	2	Low	1	1	2	3	1	0	0	0	0	0	3	35
5G_Core_Cluster_eu-west1	huawei	6	1	7	Poor	Internal	5	High	0	0	2	2	2	1	0	0	0	0	2	56
5G_RAN_Cluster_us-east1	huawei	2	0	14	Poor	Internal	1	Low	0	0	0	0	2	1	1	0	0	0	0	45.5
5G_Core_Cluster_ap-southeast1	huawei	3	0	7	Good	External	3	High	1	1	2	3	0	0	0	0	0	0	3	47.5
5G_Core_Cluster_us-east1	ericsson	4	1	13	Good	Internal	4	Low	0	0	2	2	0	0	1	0	0	0	2	58.5
5G_Core_Cluster_us-east1	ericsson	1	0	10	Good	Internal	1	Low	0	0	0	0	3	1	1	0	0	0	0	34.5
5G_Core_Cluster_ap-southeast1	ericsson	1	0	4	Good	Internal	1	High	0	0	0	0	0	0	0	0	0	0	0	17.5
5G_Core_Cluster_us-east1	ericsson	2	0	0	Good	Internal	2	Medium	0	0	0	0	0	0	0	0	0	0	0	12
5G_RAN_Cluster_eu-west1	ericsson	1	0	1	Good	Internal	1	Low	0	0	0	0	1	0	0	0	0	0	0	10.5
5G_RAN_Cluster_us-east1	mavenir	3	0	1	Good	External	3	Medium	1	1	2	3	2	1	0	0	0	0	3	37.5
5G_Core_Cluster_us-west2	nokia	0	0	1	Good	Internal	0	Medium	0	0	0	0	2	1	0	0	1	0	0	11
5G_Core_Cluster_ap-southeast1	nokia	3	0	0	Poor	External	2	Medium	1	1	2	3	0	0	0	0	0	0	3	33
5G_Core_Cluster_us-west2	huawei	5	1	6	Good	Internal	5	Low	0	0	2	2	0	0	0	0	0	0	2	45
5G_Core_Cluster_eu-west1	ericsson	4	1	2	Average	Internal	4	Low	0	0	2	2	1	0	0	0	0	0	2	35.5
5G_RAN_Cluster_eu-west1	huawei	4	1	6	Poor	Internal	3	High	0	0	2	2	1	0	0	0	0	0	2	45
5G_RAN_Cluster_ap-southeast1	ericsson	1	0	0	Good	Internal	1	Medium	0	0	0	0	0	0	0	0	0	0	0	8.5
5G_Core_Cluster_us-west2	huawei	2	0	6	Average	Internal	2	High	0	0	0	0	3	1	0	0	0	0	0	30
5G_RAN_Cluster_ap-southeast1	ericsson	4	1	1	Good	Internal	4	Low	0	0	2	2	1	0	0	0	0	0	2	32.5
5G_Core_Cluster_us-west2	huawei	2	0	8	Average	Internal	2	Medium	0	0	0	0	1	0	0	0	0	0	0	30
5G_RAN_Cluster_us-east1	huawei	1	0	3	Good	Internal	1	High	0	0	0	0	1	0	0	0	0	0	0	16.5
5G_RAN_Cluster_ap-southeast1	nokia	2	0	6	Good	Internal	2	High	0	0	0	0	1	0	0	0	1	1	0	28
5G_Core_Cluster_us-west2	mavenir	1	0	14	Average	External	1	Low	1	1	1	2	2	1	1	0	0	0	2	54.5
5G_Core_Cluster_eu-west1	nokia	2	0	1	Good	Internal	2	High	0	0	0	0	0	0	0	0	0	0	0	15
5G_Core_Cluster_eu-west1	huawei	4	1	8	Poor	Internal	3	High	0	0	2	2	0	0	0	0	0	0	2	48
5G_Core_Cluster_us-east1	huawei	2	0	4	Average	Internal	2	Medium	0	0	0	0	0	0	0	0	0	0	0	21
5G_RAN_Cluster_us-west2	ericsson	5	1	3	Good	External	5	Medium	1	1	2	3	1	0	0	0	0	0	3	48
5G_Core_Cluster_eu-west1	mavenir	1	0	9	Average	Internal	1	Low	0	0	0	0	2	1	1	0	0	0	0	32.5
5G_RAN_Cluster_ap-southeast1	mavenir	5	1	14	Good	Internal	5	High	0	0	2	2	0	0	1	0	0	0	2	66
5G_RAN_Cluster_ap-southeast1	ericsson	4	1	11	Average	Internal	4	Medium	0	0	2	2	1	0	1	0	0	0	2	57.5
5G_RAN_Cluster_eu-west1	huawei	4	1	2	Poor	External	3	Low	1	1	2	3	2	1	0	0	0	0	3	44
5G_RAN_Cluster_eu-west1	huawei	4	1	0	Good	External	4	High	1	1	2	3	1	0	0	0	0	0	3	39.5
5G_Core_Cluster_eu-west1	ericsson	4	1	0	Good	Internal	4	Medium	0	0	2	2	0	0	0	0	0	1	2	31.5
5G_RAN_Cluster_eu-west1	ericsson	2	0	3	Average	Internal	2	Low	0	0	0	0	1	0	0	0	1	0	0	20
5G_Core_Cluster_ap-southeast1	huawei	4	1	0	Good	Internal	4	Medium	0	0	2	2	2	1	0	0	0	0	2	33.5
5G_Core_Cluster_ap-southeast1	mavenir	2	0	0	Good	Internal	2	Medium	0	0	0	0	1	0	0	0	1	0	0	14
5G_Core_Cluster_us-west2	huawei	4	1	2	Average	Internal	4	High	0	0	2	2	1	0	0	0	0	0	2	37.5
5G_Core_Cluster_ap-southeast1	ericsson	4	1	8	Good	Internal	4	Low	0	0	2	2	0	0	0	0	0	0	2	45.5
5G_RAN_Cluster_ap-southeast1	ericsson	3	0	3	Good	Internal	3	Low	0	0	2	2	2	1	0	0	0	0	2	33.5
5G_Core_Cluster_eu-west1	ericsson	1	0	8	Good	Internal	1	Medium	0	0	0	0	0	0	0	0	0	0	0	24.5