Datasets:
fenar
/
sec_ops

Dataset card Data Studio Files
xet
Community
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-west2
huawei
5
1
1
Average
Internal
5
Medium
0
0
2
2
0
0
0
0
0
0
2
37
5G_Core_Cluster_eu-west1
ericsson
2
0
10
Good
Internal
2
Low
0
0
0
0
0
0
1
0
0
0
0
34
5G_RAN_Cluster_ap-southeast1
mavenir
5
1
0
Poor
External
4
High
1
1
2
3
1
0
0
0
0
0
3
43.5
5G_Core_Cluster_us-east1
nokia
2
0
5
Average
Internal
2
Medium
0
0
0
0
1
0
0
0
0
0
0
24
5G_RAN_Cluster_us-east1
ericsson
3
0
5
Good
Internal
3
Low
0
0
2
2
0
0
0
0
0
0
2
34.5
5G_RAN_Cluster_eu-west1
nokia
2
0
12
Average
Internal
2
Medium
0
0
0
0
3
1
1
0
0
0
0
44
5G_Core_Cluster_us-east1
ericsson
3
0
3
Poor
Internal
2
Medium
0
0
2
2
0
0
0
0
0
0
2
32
5G_Core_Cluster_us-east1
nokia
1
0
10
Good
Internal
1
Medium
0
0
0
0
0
0
1
0
0
0
0
31.5
5G_RAN_Cluster_us-east1
ericsson
3
0
7
Poor
Internal
2
Medium
0
0
2
2
0
0
0
0
0
0
2
40
5G_RAN_Cluster_us-east1
huawei
5
1
7
Poor
Internal
4
Medium
0
0
2
2
1
0
0
0
1
0
2
50.5
5G_RAN_Cluster_ap-southeast1
nokia
0
0
12
Good
External
0
Medium
1
1
1
2
1
0
1
0
0
0
2
45
5G_Core_Cluster_ap-southeast1
huawei
6
1
3
Poor
Internal
5
Medium
0
0
2
2
2
1
0
0
0
0
2
47
5G_Core_Cluster_us-west2
huawei
2
0
6
Average
Internal
2
Medium
0
0
0
0
1
0
0
0
0
0
0
26
5G_RAN_Cluster_us-west2
mavenir
3
0
11
Good
External
3
Medium
1
1
2
3
0
0
1
0
0
0
3
57.5
5G_Core_Cluster_us-east1
nokia
2
0
6
Good
Internal
2
Medium
0
0
0
0
0
0
0
0
0
1
0
25
5G_RAN_Cluster_us-west2
huawei
1
0
1
Good
External
1
Low
1
1
1
2
0
0
0
0
0
0
2
21.5
5G_RAN_Cluster_eu-west1
ericsson
2
0
10
Average
Internal
2
Low
0
0
0
0
0
0
1
0
0
0
0
35
5G_Core_Cluster_ap-southeast1
mavenir
0
0
13
Good
Internal
0
Low
0
0
0
0
3
1
1
0
0
0
0
37
5G_RAN_Cluster_eu-west1
ericsson
5
1
2
Poor
External
4
Medium
1
1
2
3
1
0
0
0
1
0
3
47.5
5G_RAN_Cluster_us-east1
ericsson
4
1
5
Average
Internal
4
Medium
0
0
2
2
0
0
0
0
0
0
2
41.5
5G_RAN_Cluster_ap-southeast1
huawei
3
0
13
Poor
Internal
2
Medium
0
0
2
2
0
0
1
0
0
0
2
55
5G_Core_Cluster_us-east1
ericsson
3
0
2
Good
External
3
Low
1
1
2
3
0
0
0
0
0
0
3
35.5
5G_RAN_Cluster_us-west2
ericsson
4
1
6
Good
Internal
4
High
0
0
2
2
0
0
0
0
0
0
2
43.5
5G_Core_Cluster_us-west2
ericsson
1
0
6
Good
Internal
1
Medium
0
0
0
0
0
0
0
0
0
0
0
20.5
5G_Core_Cluster_us-east1
nokia
1
0
11
Good
Internal
1
Medium
0
0
0
0
0
0
1
0
0
0
0
33.5
5G_RAN_Cluster_us-east1
nokia
2
0
9
Poor
Internal
1
Low
0
0
0
0
0
0
1
0
0
0
0
32.5
5G_Core_Cluster_eu-west1
huawei
1
0
6
Poor
Internal
0
High
0
0
0
0
0
0
0
0
0
0
0
22
5G_RAN_Cluster_eu-west1
huawei
1
0
10
Average
External
1
High
1
1
1
2
0
0
1
0
0
0
2
45.5
5G_RAN_Cluster_us-west2
huawei
3
0
6
Average
External
3
High
1
1
2
3
2
1
0
0
0
0
3
49.5
5G_RAN_Cluster_us-east1
ericsson
4
1
1
Good
Internal
4
Low
0
0
2
2
0
0
0
0
0
0
2
31.5
5G_Core_Cluster_ap-southeast1
huawei
5
1
5
Poor
External
4
High
1
1
2
3
3
1
0
0
0
0
3
56.5
5G_RAN_Cluster_us-east1
huawei
0
0
5
Good
External
0
High
1
1
1
2
1
0
0
0
1
1
2
31
5G_RAN_Cluster_us-east1
huawei
4
1
3
Poor
External
3
Low
1
1
2
3
2
1
0
0
0
0
3
46
5G_Core_Cluster_ap-southeast1
nokia
1
0
1
Good
Internal
1
Low
0
0
0
0
0
0
0
0
0
0
0
9.5
5G_Core_Cluster_ap-southeast1
ericsson
2
0
14
Good
Internal
2
Medium
0
0
0
0
0
0
1
0
0
0
0
43
5G_Core_Cluster_us-east1
nokia
2
0
3
Poor
External
1
Low
1
1
1
2
1
0
0
0
0
0
2
30.5
5G_Core_Cluster_eu-west1
ericsson
3
0
9
Good
External
3
Low
1
1
2
3
2
1
1
0
0
0
3
55.5
5G_RAN_Cluster_us-west2
nokia
1
0
1
Good
Internal
1
Low
0
0
0
0
0
0
0
0
0
0
0
9.5
5G_Core_Cluster_ap-southeast1
nokia
1
0
3
Average
Internal
1
Medium
0
0
0
0
0
0
0
0
0
0
0
15.5
5G_Core_Cluster_ap-southeast1
mavenir
4
1
1
Good
External
4
Low
1
1
2
3
0
0
0
0
0
0
3
38.5
5G_RAN_Cluster_eu-west1
huawei
5
1
8
Good
Internal
5
High
0
0
2
2
2
1
0
1
0
0
2
55
5G_Core_Cluster_us-east1
mavenir
0
0
10
Average
Internal
0
High
0
0
0
0
1
0
1
0
0
0
0
31
5G_Core_Cluster_eu-west1
ericsson
5
1
4
Poor
Internal
4
Low
0
0
2
2
1
0
0
0
0
0
2
42.5
5G_RAN_Cluster_eu-west1
mavenir
4
1
2
Average
External
4
High
1
1
2
3
1
0
0
0
0
0
3
44.5
5G_RAN_Cluster_us-east1
huawei
0
0
2
Good
Internal
0
High
0
0
0
0
1
0
0
0
0
0
0
11
5G_RAN_Cluster_ap-southeast1
ericsson
4
1
1
Good
External
4
Low
1
1
2
3
1
0
0
0
0
0
3
39.5
5G_RAN_Cluster_us-east1
nokia
2
0
10
Average
Internal
2
High
0
0
0
0
0
0
1
0
0
0
0
37
5G_Core_Cluster_ap-southeast1
huawei
5
1
8
Average
Internal
5
Medium
0
0
2
2
0
0
0
0
0
0
2
51
5G_Core_Cluster_ap-southeast1
nokia
4
1
11
Average
Internal
4
Low
0
0
2
2
1
0
1
0
0
0
2
56.5
5G_RAN_Cluster_us-east1
mavenir
4
1
9
Poor
External
3
Medium
1
1
2
3
2
1
1
0
0
0
3
62
5G_RAN_Cluster_us-east1
huawei
4
1
3
Poor
Internal
3
Medium
0
0
2
2
2
1
0
1
0
0
2
41
5G_Core_Cluster_eu-west1
mavenir
3
0
2
Average
Internal
3
Medium
0
0
2
2
0
0
0
0
0
0
2
30.5
5G_RAN_Cluster_ap-southeast1
nokia
2
0
3
Good
External
2
Low
1
1
1
2
0
0
0
0
0
0
2
29
5G_Core_Cluster_eu-west1
mavenir
4
1
2
Average
External
4
Medium
1
1
2
3
0
0
0
1
0
0
3
43.5
5G_RAN_Cluster_us-west2
huawei
6
1
7
Poor
Internal
5
Low
0
0
2
2
1
0
0
0
0
0
2
52
5G_RAN_Cluster_us-east1
mavenir
1
0
2
Good
Internal
1
Low
0
0
0
0
0
0
0
0
1
0
0
12.5
5G_RAN_Cluster_eu-west1
nokia
4
1
15
Good
Internal
4
High
0
0
2
2
0
0
1
0
0
0
2
64.5
5G_RAN_Cluster_us-west2
huawei
4
1
4
Average
External
4
High
1
1
2
3
0
0
0
0
0
0
3
47.5
5G_Core_Cluster_us-west2
mavenir
5
1
0
Poor
External
4
Low
1
1
2
3
2
1
0
0
0
0
3
43.5
5G_RAN_Cluster_us-east1
nokia
1
0
7
Good
Internal
1
Medium
0
0
0
0
0
0
0
0
0
0
0
22.5
5G_Core_Cluster_ap-southeast1
huawei
4
1
7
Poor
External
3
High
1
1
2
3
1
0
0
0
0
0
3
54
5G_Core_Cluster_eu-west1
nokia
2
0
2
Average
External
2
Low
1
1
1
2
1
0
0
0
0
0
2
29
5G_RAN_Cluster_us-west2
huawei
3
0
5
Good
External
3
High
1
1
2
3
1
0
0
0
0
0
3
44.5
5G_RAN_Cluster_us-east1
mavenir
2
0
2
Average
Internal
2
Low
0
0
0
0
0
0
0
0
1
0
0
17
5G_RAN_Cluster_eu-west1
nokia
4
1
1
Average
Internal
4
Low
0
0
2
2
3
1
0
0
0
0
2
36.5
5G_Core_Cluster_eu-west1
mavenir
6
1
3
Poor
Internal
5
Medium
0
0
2
2
0
0
0
1
0
0
2
45
5G_Core_Cluster_us-west2
ericsson
2
0
12
Good
Internal
2
Low
0
0
0
0
0
0
1
0
0
0
0
38
5G_RAN_Cluster_us-east1
mavenir
5
1
9
Poor
External
4
Low
1
1
2
3
3
1
1
0
0
0
3
65.5
5G_Core_Cluster_us-west2
nokia
2
0
5
Good
Internal
2
Low
0
0
0
0
0
0
0
0
0
0
0
21
5G_RAN_Cluster_us-east1
ericsson
0
0
8
Good
Internal
0
Medium
0
0
0
0
1
0
0
0
0
0
0
22
5G_RAN_Cluster_us-west2
nokia
1
0
13
Good
External
1
Medium
1
1
1
2
0
0
1
0
0
0
2
49.5
5G_RAN_Cluster_ap-southeast1
huawei
2
0
3
Average
External
2
Low
1
1
1
2
0
0
0
0
0
1
2
31
5G_RAN_Cluster_ap-southeast1
ericsson
4
1
4
Good
External
4
High
1
1
2
3
0
0
0
0
0
0
3
46.5
5G_RAN_Cluster_eu-west1
ericsson
3
0
7
Good
Internal
3
Low
0
0
2
2
1
0
0
0
0
0
2
39.5
5G_RAN_Cluster_us-west2
nokia
3
0
7
Poor
Internal
2
High
0
0
2
2
0
0
0
0
0
0
2
41
5G_RAN_Cluster_eu-west1
mavenir
3
0
5
Poor
Internal
2
Low
0
0
2
2
1
0
0
0
0
0
2
36
5G_RAN_Cluster_eu-west1
huawei
5
1
2
Poor
Internal
4
Low
0
0
2
2
1
0
0
0
1
0
2
39.5
5G_RAN_Cluster_ap-southeast1
huawei
4
1
2
Average
External
4
Low
1
1
2
3
0
0
0
0
0
1
3
42.5
5G_RAN_Cluster_ap-southeast1
mavenir
1
0
6
Good
Internal
1
Medium
0
0
0
0
1
0
0
0
0
0
0
21.5
5G_Core_Cluster_eu-west1
ericsson
4
1
6
Average
Internal
4
High
0
0
2
2
1
0
0
0
0
0
2
45.5
5G_Core_Cluster_us-west2
ericsson
0
0
2
Good
External
0
Medium
1
1
1
2
0
0
0
0
0
0
2
21
5G_RAN_Cluster_ap-southeast1
mavenir
1
0
0
Poor
External
0
High
1
1
1
2
0
0
0
0
0
0
2
22
5G_Core_Cluster_ap-southeast1
ericsson
4
1
7
Good
Internal
4
Medium
0
0
2
2
1
0
0
0
0
0
2
45.5
5G_RAN_Cluster_us-west2
huawei
4
1
5
Good
Internal
4
High
0
0
2
2
2
1
0
0
0
0
2
44.5
5G_RAN_Cluster_us-west2
ericsson
4
1
0
Average
Internal
4
Medium
0
0
2
2
1
0
0
0
0
0
2
32.5
5G_Core_Cluster_us-west2
ericsson
3
0
5
Average
Internal
3
Low
0
0
2
2
0
0
0
0
0
0
2
35.5
5G_RAN_Cluster_ap-southeast1
nokia
4
1
13
Average
Internal
4
Low
0
0
2
2
1
0
1
0
0
0
2
60.5
5G_Core_Cluster_us-east1
huawei
0
0
8
Average
External
0
Medium
1
1
1
2
0
0
0
0
0
0
2
34
5G_Core_Cluster_eu-west1
nokia
3
0
10
Poor
Internal
2
Low
0
0
2
2
0
0
1
0
0
0
2
48
5G_RAN_Cluster_us-west2
ericsson
3
0
4
Average
Internal
3
Low
0
0
2
2
0
0
0
0
0
0
2
33.5
5G_RAN_Cluster_us-west2
huawei
3
0
1
Poor
External
2
High
1
1
2
3
2
1
0
0
1
0
3
40
5G_Core_Cluster_us-east1
mavenir
3
0
3
Good
Internal
3
Medium
0
0
2
2
1
0
0
0
1
0
2
33.5
5G_RAN_Cluster_eu-west1
huawei
1
0
8
Good
Internal
1
High
0
0
0
0
0
0
0
0
0
0
0
25.5
5G_RAN_Cluster_us-west2
nokia
0
0
8
Average
External
0
Low
1
1
1
2
1
0
0
0
0
0
2
34
5G_Core_Cluster_us-east1
nokia
3
0
3
Good
Internal
3
Low
0
0
2
2
1
0
0
0
0
0
2
31.5
5G_RAN_Cluster_eu-west1
huawei
1
0
1
Good
Internal
1
High
0
0
0
0
2
1
0
0
0
0
0
14.5
5G_RAN_Cluster_us-west2
ericsson
1
0
6
Average
Internal
1
Medium
0
0
0
0
0
0
0
0
0
0
0
21.5
5G_RAN_Cluster_us-west2
ericsson
3
0
0
Average
Internal
3
Medium
0
0
2
2
0
0
0
0
0
0
2
26.5
5G_RAN_Cluster_us-west2
ericsson
2
0
1
Average
External
2
Low
1
1
1
2
0
0
0
0
1
0
2
27
5G_RAN_Cluster_eu-west1
huawei
1
0
2
Average
External
1
Medium
1
1
1
2
2
1
0
0
0
1
2
29.5