incident_id
large_stringlengths
10
10
timestamp
large_stringdate
2026-01-01 00:19:00
2026-02-15 20:01:00
device_type
large_stringclasses
8 values
rssi_dbm
int64
-98
-31
channel_utilization_pct
int64
0
100
latency_ms
int64
1
904
packet_loss_pct
float64
0
24.8
dhcp_failures
int64
0
15
dns_risk_score
float64
0.01
0.99
incident_text
large_stringlengths
87
132
label
large_stringclasses
6 values
INC-003604
2026-01-28T12:50:00Z
security_camera
-61
15
29
1.17
14
0.104
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001170
2026-01-09T22:33:00Z
smart_tv
-56
14
12
1.14
1
0.138
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000299
2026-01-03T06:55:00Z
security_camera
-51
15
50
0.64
1
0.956
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.956.
dns_security_risk
INC-003354
2026-01-26T14:54:00Z
smartphone
-45
42
28
0.67
0
0.193
smartphone is connected normally with RSSI -45 dBm, latency 28 ms, channel utilization 42% and no material packet loss.
healthy
INC-002775
2026-01-22T04:52:00Z
security_camera
-43
50
648
6.72
1
0.081
Network quality degradation for security camera: elevated round-trip time and 6.72% packet loss despite an acceptable signal level.
high_latency
INC-000984
2026-01-08T12:32:00Z
smart_tv
-57
51
28
1.08
0
0.2
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004052
2026-01-31T22:57:00Z
security_camera
-47
96
87
0.72
0
0.011
security camera experiences reduced throughput while channel utilization is 96% and neighbouring traffic is heavy.
wifi_congestion
INC-002972
2026-01-23T16:54:00Z
smartphone
-45
87
142
4.61
1
0.076
Likely Wi-Fi congestion affecting smartphone: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-000445
2026-01-04T09:43:00Z
iot_sensor
-81
32
100
4.81
0
0.119
iot sensor repeatedly disconnects with weak RSSI of -81 dBm while other network indicators remain mostly normal.
weak_signal
INC-003002
2026-01-23T22:30:00Z
iot_sensor
-42
99
106
4.87
0
0.103
Likely Wi-Fi congestion affecting iot sensor: busy channel at 99% utilization with intermittent retransmissions.
wifi_congestion
INC-002458
2026-01-19T18:41:00Z
tablet
-55
48
44
0.28
9
0.038
tablet failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-005435
2026-02-11T12:33:00Z
tablet
-65
43
154
0.28
0
0.918
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.918.
dns_security_risk
INC-001146
2026-01-09T18:08:00Z
smartphone
-47
33
44
0.94
0
0.042
smartphone is connected normally with RSSI -47 dBm, latency 44 ms, channel utilization 33% and no material packet loss.
healthy
INC-003797
2026-01-30T00:15:00Z
gaming_console
-53
25
102
0.55
1
0.829
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.829.
dns_security_risk
INC-003923
2026-01-30T23:22:00Z
voice_assistant
-56
30
54
0.29
0
0.775
voice assistant generated unusual DNS activity with risk score 0.775; review domains and resolver behaviour.
dns_security_risk
INC-001008
2026-01-08T16:48:00Z
smart_tv
-50
22
34
0.16
1
0.107
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002625
2026-01-21T01:19:00Z
voice_assistant
-69
52
266
12.41
0
0.173
voice assistant reports latency of 266 ms and packet loss of 12.41%, causing slow or unstable application traffic.
high_latency
INC-000365
2026-01-03T19:01:00Z
iot_sensor
-51
34
112
1.05
1
0.945
iot sensor generated unusual DNS activity with risk score 0.945; review domains and resolver behaviour.
dns_security_risk
INC-005656
2026-02-13T05:01:00Z
voice_assistant
-58
32
25
0.73
12
0.218
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003459
2026-01-27T10:18:00Z
laptop
-40
52
379
5.07
0
0.05
Network quality degradation for laptop: elevated round-trip time and 5.07% packet loss despite an acceptable signal level.
high_latency
INC-003036
2026-01-24T04:46:00Z
security_camera
-50
50
37
0.19
0
0.036
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000744
2026-01-06T16:30:00Z
voice_assistant
-63
28
32
0.69
0
0.075
voice assistant is connected normally with RSSI -63 dBm, latency 32 ms, channel utilization 28% and no material packet loss.
healthy
INC-005459
2026-02-11T16:58:00Z
laptop
-42
26
92
0.76
0
0.902
laptop generated unusual DNS activity with risk score 0.902; review domains and resolver behaviour.
dns_security_risk
INC-002528
2026-01-20T07:33:00Z
security_camera
-64
85
124
1.56
0
0.044
security camera experiences reduced throughput while channel utilization is 85% and neighbouring traffic is heavy.
wifi_congestion
INC-005751
2026-02-13T22:21:00Z
laptop
-54
26
190
4.96
0
0.107
laptop reports latency of 190 ms and packet loss of 4.96%, causing slow or unstable application traffic.
high_latency
INC-004574
2026-02-04T22:36:00Z
tablet
-54
90
70
5.35
1
0.173
Likely Wi-Fi congestion affecting tablet: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-002406
2026-01-19T09:15:00Z
smart_tv
-65
39
31
0.36
0
0.024
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004354
2026-02-03T06:23:00Z
gaming_console
-52
40
97
0.6
11
0.12
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001260
2026-01-10T15:08:00Z
smart_tv
-63
20
34
0.68
1
0.178
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004436
2026-02-03T21:17:00Z
iot_sensor
-57
94
66
5.32
0
0.091
Likely Wi-Fi congestion affecting iot sensor: busy channel at 94% utilization with intermittent retransmissions.
wifi_congestion
INC-004652
2026-02-05T12:59:00Z
smart_tv
-62
93
85
4.52
0
0.08
smart tv experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-002920
2026-01-23T07:21:00Z
tablet
-47
35
147
1.09
11
0.021
tablet failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-003388
2026-01-26T21:17:00Z
laptop
-50
39
156
0.35
13
0.099
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000634
2026-01-05T20:14:00Z
smart_tv
-45
41
62
0.1
15
0.094
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002207
2026-01-17T20:43:00Z
tablet
-60
47
97
0.19
0
0.967
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.967.
dns_security_risk
INC-002755
2026-01-22T01:09:00Z
tablet
-82
8
26
3.11
1
0.101
Poor Wi-Fi coverage detected for tablet; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-000722
2026-01-06T12:26:00Z
iot_sensor
-62
93
37
5.45
1
0.17
iot sensor experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-005830
2026-02-14T12:57:00Z
iot_sensor
-58
13
59
0.61
13
0.012
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002581
2026-01-20T17:16:00Z
gaming_console
-89
18
33
1.83
0
0.15
gaming console repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-004852
2026-02-07T01:42:00Z
voice_assistant
-58
24
112
0.81
12
0.135
voice assistant failed to obtain or renew an IP address; 12 DHCP failures were observed recently.
dhcp_failure
INC-005408
2026-02-11T07:38:00Z
security_camera
-44
81
44
1.17
0
0.026
security camera experiences reduced throughput while channel utilization is 81% and neighbouring traffic is heavy.
wifi_congestion
INC-000547
2026-01-05T04:19:00Z
iot_sensor
-76
24
39
4.71
0
0.088
iot sensor repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal.
weak_signal
INC-001605
2026-01-13T06:18:00Z
voice_assistant
-55
49
811
4.04
0
0.054
Network quality degradation for voice assistant: elevated round-trip time and 4.04% packet loss despite an acceptable signal level.
high_latency
INC-004682
2026-02-05T18:27:00Z
smartphone
-49
85
70
5.22
0
0.149
Likely Wi-Fi congestion affecting smartphone: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-003623
2026-01-28T16:20:00Z
smartphone
-44
30
61
1.78
0
0.977
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.977.
dns_security_risk
INC-000195
2026-01-02T11:47:00Z
laptop
-39
42
216
17.37
1
0.067
laptop reports latency of 216 ms and packet loss of 17.37%, causing slow or unstable application traffic.
high_latency
INC-001264
2026-01-10T15:47:00Z
gaming_console
-52
33
47
1.14
7
0.178
gaming console failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-001635
2026-01-13T11:53:00Z
smartphone
-67
40
583
8.51
0
0.048
Network quality degradation for smartphone: elevated round-trip time and 8.51% packet loss despite an acceptable signal level.
high_latency
INC-004095
2026-02-01T06:55:00Z
voice_assistant
-57
28
755
19.46
0
0.162
Network quality degradation for voice assistant: elevated round-trip time and 19.46% packet loss despite an acceptable signal level.
high_latency
INC-002522
2026-01-20T06:31:00Z
security_camera
-67
92
77
5.74
0
0.051
Likely Wi-Fi congestion affecting security camera: busy channel at 92% utilization with intermittent retransmissions.
wifi_congestion
INC-004062
2026-02-01T00:44:00Z
laptop
-52
10
8
0.04
0
0.118
laptop is connected normally with RSSI -52 dBm, latency 8 ms, channel utilization 10% and no material packet loss.
healthy
INC-002694
2026-01-21T14:01:00Z
gaming_console
-44
52
17
0.12
1
0.15
gaming console is connected normally with RSSI -44 dBm, latency 17 ms, channel utilization 52% and no material packet loss.
healthy
INC-001380
2026-01-11T13:02:00Z
smartphone
-67
32
15
0.26
1
0.06
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000269
2026-01-03T01:23:00Z
voice_assistant
-62
48
78
0.99
0
0.821
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.821.
dns_security_risk
INC-001708
2026-01-14T01:13:00Z
laptop
-56
19
131
0.65
11
0.012
laptop failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-000960
2026-01-08T08:02:00Z
security_camera
-47
52
23
0.04
0
0.181
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000449
2026-01-04T10:19:00Z
laptop
-64
36
55
0.1
1
0.984
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.984.
dns_security_risk
INC-002126
2026-01-17T05:56:00Z
iot_sensor
-67
98
45
5.03
1
0.115
Likely Wi-Fi congestion affecting iot sensor: busy channel at 98% utilization with intermittent retransmissions.
wifi_congestion
INC-003059
2026-01-24T08:52:00Z
iot_sensor
-56
44
25
1.1
1
0.855
iot sensor generated unusual DNS activity with risk score 0.855; review domains and resolver behaviour.
dns_security_risk
INC-005896
2026-02-15T01:00:00Z
tablet
-54
17
34
0.83
8
0.096
tablet failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-003418
2026-01-27T02:45:00Z
voice_assistant
-65
43
64
2.7
3
0.17
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000673
2026-01-06T03:24:00Z
smart_tv
-93
36
46
0.67
1
0.024
Poor Wi-Fi coverage detected for smart tv; signal strength is -93 dBm and the client appears far from the access point.
weak_signal
INC-003628
2026-01-28T17:10:00Z
gaming_console
-63
15
174
0.6
8
0.085
gaming console failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-002955
2026-01-23T13:49:00Z
smartphone
-41
45
813
18.95
1
0.174
smartphone reports latency of 813 ms and packet loss of 18.95%, causing slow or unstable application traffic.
high_latency
INC-001814
2026-01-14T20:37:00Z
tablet
-54
90
122
1.84
1
0.147
tablet experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-003174
2026-01-25T05:57:00Z
smart_tv
-42
27
8
1.01
0
0.056
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003144
2026-01-25T00:27:00Z
iot_sensor
-47
35
11
0.8
0
0.142
iot sensor is connected normally with RSSI -47 dBm, latency 11 ms, channel utilization 35% and no material packet loss.
healthy
INC-005283
2026-02-10T08:34:00Z
smart_tv
-65
79
792
8.68
0
0.043
smart tv reports latency of 792 ms and packet loss of 8.68%, causing slow or unstable application traffic.
high_latency
INC-004979
2026-02-08T00:53:00Z
tablet
-43
44
22
1.11
0
0.967
tablet generated unusual DNS activity with risk score 0.967; review domains and resolver behaviour.
dns_security_risk
INC-000626
2026-01-05T18:52:00Z
smartphone
-48
82
57
1.8
0
0.15
smartphone experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-004072
2026-02-01T02:41:00Z
laptop
-67
52
32
0.59
4
0.07
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004698
2026-02-05T21:18:00Z
voice_assistant
-42
39
13
0.95
0
0.102
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001867
2026-01-15T06:25:00Z
gaming_console
-83
44
22
2.33
0
0.172
Poor Wi-Fi coverage detected for gaming console; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-004031
2026-01-31T19:01:00Z
smartphone
-57
37
53
0.44
0
0.833
smartphone generated unusual DNS activity with risk score 0.833; review domains and resolver behaviour.
dns_security_risk
INC-002201
2026-01-17T19:31:00Z
voice_assistant
-40
13
77
0.78
0
0.9
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.9.
dns_security_risk
INC-002579
2026-01-20T16:53:00Z
gaming_console
-52
45
53
0.91
0
0.902
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.902.
dns_security_risk
INC-001960
2026-01-15T23:23:00Z
iot_sensor
-63
31
30
1.11
3
0.184
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004077
2026-02-01T03:30:00Z
laptop
-58
33
363
4.27
0
0.058
laptop reports latency of 363 ms and packet loss of 4.27%, causing slow or unstable application traffic.
high_latency
INC-004275
2026-02-02T15:51:00Z
laptop
-65
54
636
3.59
0
0.168
Network quality degradation for laptop: elevated round-trip time and 3.59% packet loss despite an acceptable signal level.
high_latency
INC-001776
2026-01-14T13:37:00Z
tablet
-52
24
23
0.64
1
0.096
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000075
2026-01-01T13:51:00Z
voice_assistant
-40
72
560
3.92
0
0.19
Network quality degradation for voice assistant: elevated round-trip time and 3.92% packet loss despite an acceptable signal level.
high_latency
INC-001818
2026-01-14T21:23:00Z
tablet
-47
28
54
2.03
0
0.096
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005831
2026-02-14T13:04:00Z
smartphone
-62
26
24
0.41
0
0.905
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.905.
dns_security_risk
INC-002172
2026-01-17T14:18:00Z
iot_sensor
-57
38
43
0.7
0
0.21
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000466
2026-01-04T13:27:00Z
iot_sensor
-45
41
42
0
12
0.154
iot sensor failed to obtain or renew an IP address; 12 DHCP failures were observed recently.
dhcp_failure
INC-002125
2026-01-17T05:42:00Z
gaming_console
-77
25
29
1.44
0
0.172
Poor Wi-Fi coverage detected for gaming console; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-002933
2026-01-23T09:45:00Z
smart_tv
-40
29
51
0.3
1
0.963
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.963.
dns_security_risk
INC-001157
2026-01-09T20:15:00Z
iot_sensor
-48
38
63
2.55
0
0.872
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.872.
dns_security_risk
INC-000537
2026-01-05T02:34:00Z
smart_tv
-46
32
306
14.21
1
0.123
Network quality degradation for smart tv: elevated round-trip time and 14.21% packet loss despite an acceptable signal level.
high_latency
INC-002848
2026-01-22T18:18:00Z
iot_sensor
-50
51
53
0.06
14
0.081
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001972
2026-01-16T01:37:00Z
smartphone
-67
14
149
0.39
13
0.164
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002542
2026-01-20T10:08:00Z
voice_assistant
-53
51
135
1.04
3
0.068
voice assistant failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-004669
2026-02-05T16:05:00Z
gaming_console
-89
38
10
2.25
0
0.131
gaming console repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-003155
2026-01-25T02:30:00Z
gaming_console
-41
46
32
1.14
1
0.837
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.837.
dns_security_risk
INC-000330
2026-01-03T12:34:00Z
laptop
-67
32
17
0.06
0
0.052
laptop is connected normally with RSSI -67 dBm, latency 17 ms, channel utilization 32% and no material packet loss.
healthy
INC-004517
2026-02-04T12:16:00Z
laptop
-65
21
45
0.91
0
0.909
laptop generated unusual DNS activity with risk score 0.909; review domains and resolver behaviour.
dns_security_risk
INC-005507
2026-02-12T01:44:00Z
gaming_console
-42
11
70
0.36
0
0.775
gaming console generated unusual DNS activity with risk score 0.775; review domains and resolver behaviour.
dns_security_risk
INC-001822
2026-01-14T22:05:00Z
gaming_console
-59
43
46
0.69
5
0.017
gaming console failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-002965
2026-01-23T15:44:00Z
iot_sensor
-92
28
34
1.71
0
0.053
iot sensor repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal.
weak_signal
INC-002416
2026-01-19T11:05:00Z
tablet
-58
52
163
1.19
7
0.202
tablet failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure