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-001585 | 2026-01-13T02:36:00Z | laptop | -83 | 29 | 43 | 2.43 | 0 | 0.078 | laptop repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal. | weak_signal |
INC-001755 | 2026-01-14T09:53:00Z | smartphone | -54 | 66 | 621 | 11.59 | 0 | 0.204 | Network quality degradation for smartphone: elevated round-trip time and 11.59% packet loss despite an acceptable signal level. | high_latency |
INC-001624 | 2026-01-13T09:48:00Z | voice_assistant | -48 | 33 | 96 | 1.11 | 6 | 0.148 | Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-000104 | 2026-01-01T19:13:00Z | iot_sensor | -65 | 92 | 78 | 1.52 | 0 | 0.089 | Likely Wi-Fi congestion affecting iot sensor: busy channel at 92% utilization with intermittent retransmissions. | wifi_congestion |
INC-003278 | 2026-01-26T01:02:00Z | laptop | -52 | 83 | 79 | 2.95 | 0 | 0.023 | laptop experiences reduced throughput while channel utilization is 83% and neighbouring traffic is heavy. | wifi_congestion |
INC-002129 | 2026-01-17T06:23:00Z | laptop | -52 | 30 | 149 | 0.86 | 0 | 0.771 | laptop generated unusual DNS activity with risk score 0.771; review domains and resolver behaviour. | dns_security_risk |
INC-000228 | 2026-01-02T17:53:00Z | iot_sensor | -41 | 21 | 39 | 0.32 | 0 | 0.081 | Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-000192 | 2026-01-02T11:16:00Z | laptop | -38 | 14 | 41 | 0.18 | 0 | 0.14 | Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-004962 | 2026-02-07T21:48:00Z | smartphone | -66 | 24 | 34 | 0.41 | 0 | 0.089 | smartphone is connected normally with RSSI -66 dBm, latency 34 ms, channel utilization 24% and no material packet loss. | healthy |
INC-003978 | 2026-01-31T09:21:00Z | tablet | -55 | 38 | 21 | 0.91 | 0 | 0.173 | tablet is connected normally with RSSI -55 dBm, latency 21 ms, channel utilization 38% and no material packet loss. | healthy |
INC-005580 | 2026-02-12T15:08:00Z | iot_sensor | -46 | 24 | 10 | 0.09 | 1 | 0.067 | Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-005248 | 2026-02-10T02:13:00Z | laptop | -60 | 50 | 87 | 0.39 | 14 | 0.046 | Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-005793 | 2026-02-14T06:13:00Z | gaming_console | -62 | 33 | 229 | 8.5 | 1 | 0.054 | Network quality degradation for gaming console: elevated round-trip time and 8.5% packet loss despite an acceptable signal level. | high_latency |
INC-002127 | 2026-01-17T05:58:00Z | gaming_console | -48 | 42 | 519 | 22.26 | 0 | 0.015 | gaming console reports latency of 519 ms and packet loss of 22.26%, causing slow or unstable application traffic. | high_latency |
INC-000235 | 2026-01-02T19:08:00Z | iot_sensor | -85 | 16 | 24 | 4.72 | 0 | 0.062 | Poor Wi-Fi coverage detected for iot sensor; signal strength is -85 dBm and the client appears far from the access point. | weak_signal |
INC-000331 | 2026-01-03T12:51:00Z | gaming_console | -80 | 11 | 32 | 3.54 | 0 | 0.085 | gaming console repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal. | weak_signal |
INC-003098 | 2026-01-24T16:01:00Z | tablet | -66 | 92 | 107 | 3.33 | 0 | 0.207 | Likely Wi-Fi congestion affecting tablet: busy channel at 92% utilization with intermittent retransmissions. | wifi_congestion |
INC-003434 | 2026-01-27T05:38:00Z | laptop | -51 | 92 | 104 | 0.84 | 0 | 0.136 | laptop experiences reduced throughput while channel utilization is 92% and neighbouring traffic is heavy. | wifi_congestion |
INC-003424 | 2026-01-27T03:49:00Z | smartphone | -63 | 29 | 45 | 0.77 | 9 | 0.192 | smartphone failed to obtain or renew an IP address; 9 DHCP failures were observed recently. | dhcp_failure |
INC-004463 | 2026-02-04T02:13:00Z | tablet | -64 | 30 | 26 | 0.94 | 1 | 0.764 | tablet generated unusual DNS activity with risk score 0.764; review domains and resolver behaviour. | dns_security_risk |
INC-001723 | 2026-01-14T04:02:00Z | voice_assistant | -87 | 16 | 38 | 0.45 | 0 | 0.036 | voice assistant repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal. | weak_signal |
INC-005171 | 2026-02-09T12:01:00Z | voice_assistant | -42 | 52 | 72 | 0.95 | 0 | 0.977 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.977. | dns_security_risk |
INC-005029 | 2026-02-08T10:06:00Z | security_camera | -85 | 29 | 41 | 4 | 0 | 0.166 | Poor Wi-Fi coverage detected for security camera; signal strength is -85 dBm and the client appears far from the access point. | weak_signal |
INC-001076 | 2026-01-09T05:18:00Z | laptop | -60 | 92 | 120 | 4.34 | 0 | 0.079 | Likely Wi-Fi congestion affecting laptop: busy channel at 92% utilization with intermittent retransmissions. | wifi_congestion |
INC-004598 | 2026-02-05T03:07:00Z | smartphone | -63 | 80 | 54 | 2.81 | 0 | 0.153 | smartphone experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy. | wifi_congestion |
INC-005503 | 2026-02-12T00:57:00Z | laptop | -78 | 10 | 44 | 1.49 | 1 | 0.194 | laptop repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal. | weak_signal |
INC-003452 | 2026-01-27T09:02:00Z | laptop | -53 | 99 | 51 | 3.44 | 0 | 0.034 | laptop experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy. | wifi_congestion |
INC-001853 | 2026-01-15T03:45:00Z | gaming_console | -53 | 19 | 38 | 0.49 | 0 | 0.909 | gaming console generated unusual DNS activity with risk score 0.909; review domains and resolver behaviour. | dns_security_risk |
INC-004775 | 2026-02-06T11:30:00Z | tablet | -52 | 43 | 40 | 1.01 | 0 | 0.877 | tablet generated unusual DNS activity with risk score 0.877; review domains and resolver behaviour. | dns_security_risk |
INC-002497 | 2026-01-20T01:49:00Z | iot_sensor | -86 | 34 | 28 | 5.34 | 1 | 0.05 | iot sensor repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal. | weak_signal |
INC-001110 | 2026-01-09T11:39:00Z | voice_assistant | -40 | 8 | 11 | 0.85 | 0 | 0.133 | voice assistant is connected normally with RSSI -40 dBm, latency 11 ms, channel utilization 8% and no material packet loss. | healthy |
INC-003200 | 2026-01-25T10:43:00Z | smart_tv | -67 | 94 | 99 | 6.6 | 0 | 0.105 | Likely Wi-Fi congestion affecting smart tv: busy channel at 94% utilization with intermittent retransmissions. | wifi_congestion |
INC-002080 | 2026-01-16T21:26:00Z | voice_assistant | -46 | 9 | 155 | 0.23 | 5 | 0.205 | voice assistant failed to obtain or renew an IP address; 5 DHCP failures were observed recently. | dhcp_failure |
INC-001081 | 2026-01-09T06:16:00Z | voice_assistant | -80 | 49 | 16 | 1.01 | 0 | 0.03 | voice assistant repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal. | weak_signal |
INC-002091 | 2026-01-16T23:25:00Z | gaming_console | -58 | 68 | 149 | 14.16 | 0 | 0.078 | gaming console reports latency of 149 ms and packet loss of 14.16%, causing slow or unstable application traffic. | high_latency |
INC-002637 | 2026-01-21T03:27:00Z | smart_tv | -40 | 55 | 658 | 19.66 | 0 | 0.14 | Network quality degradation for smart tv: elevated round-trip time and 19.66% packet loss despite an acceptable signal level. | high_latency |
INC-001862 | 2026-01-15T05:29:00Z | gaming_console | -39 | 92 | 95 | 4.78 | 0 | 0.107 | Likely Wi-Fi congestion affecting gaming console: busy channel at 92% utilization with intermittent retransmissions. | wifi_congestion |
INC-001665 | 2026-01-13T17:21:00Z | smart_tv | -66 | 78 | 677 | 13.09 | 1 | 0.103 | Network quality degradation for smart tv: elevated round-trip time and 13.09% packet loss despite an acceptable signal level. | high_latency |
INC-005764 | 2026-02-14T00:52:00Z | iot_sensor | -56 | 20 | 36 | 0.68 | 3 | 0.105 | Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-003487 | 2026-01-27T15:22:00Z | smartphone | -78 | 42 | 56 | 4.16 | 0 | 0.212 | smartphone repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal. | weak_signal |
INC-002266 | 2026-01-18T07:35:00Z | gaming_console | -59 | 44 | 176 | 0.25 | 8 | 0.214 | Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-003399 | 2026-01-26T23:18:00Z | iot_sensor | -52 | 32 | 843 | 15.08 | 0 | 0.073 | iot sensor reports latency of 843 ms and packet loss of 15.08%, causing slow or unstable application traffic. | high_latency |
INC-002055 | 2026-01-16T16:51:00Z | laptop | -62 | 64 | 720 | 12.66 | 1 | 0.161 | laptop reports latency of 720 ms and packet loss of 12.66%, causing slow or unstable application traffic. | high_latency |
INC-000151 | 2026-01-02T03:50:00Z | smartphone | -92 | 40 | 62 | 2.98 | 0 | 0.114 | smartphone repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal. | weak_signal |
INC-002724 | 2026-01-21T19:32:00Z | laptop | -41 | 54 | 55 | 0.23 | 1 | 0.122 | laptop is connected normally with RSSI -41 dBm, latency 55 ms, channel utilization 54% and no material packet loss. | healthy |
INC-000937 | 2026-01-08T03:48:00Z | voice_assistant | -93 | 16 | 27 | 6.17 | 0 | 0.131 | Poor Wi-Fi coverage detected for voice assistant; signal strength is -93 dBm and the client appears far from the access point. | weak_signal |
INC-001019 | 2026-01-08T18:52:00Z | smartphone | -48 | 45 | 87 | 0.75 | 1 | 0.936 | Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.936. | dns_security_risk |
INC-003690 | 2026-01-29T04:40:00Z | smartphone | -47 | 22 | 32 | 0.96 | 0 | 0.105 | smartphone is connected normally with RSSI -47 dBm, latency 32 ms, channel utilization 22% and no material packet loss. | healthy |
INC-001272 | 2026-01-10T17:17:00Z | gaming_console | -60 | 58 | 30 | 1.2 | 0 | 0.155 | Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-003861 | 2026-01-30T11:53:00Z | laptop | -42 | 44 | 556 | 9.01 | 0 | 0.014 | laptop reports latency of 556 ms and packet loss of 9.01%, causing slow or unstable application traffic. | high_latency |
INC-004716 | 2026-02-06T00:38:00Z | security_camera | -45 | 19 | 28 | 0.4 | 0 | 0.028 | security camera is connected normally with RSSI -45 dBm, latency 28 ms, channel utilization 19% and no material packet loss. | healthy |
INC-000316 | 2026-01-03T10:02:00Z | smart_tv | -65 | 24 | 106 | 0.01 | 13 | 0.215 | smart tv failed to obtain or renew an IP address; 13 DHCP failures were observed recently. | dhcp_failure |
INC-003745 | 2026-01-29T14:45:00Z | security_camera | -76 | 36 | 65 | 2.66 | 0 | 0.042 | security camera repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal. | weak_signal |
INC-004470 | 2026-02-04T03:34:00Z | voice_assistant | -53 | 13 | 44 | 0.55 | 0 | 0.052 | Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-003409 | 2026-01-27T01:02:00Z | tablet | -86 | 50 | 15 | 4.46 | 0 | 0.187 | tablet repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal. | weak_signal |
INC-003282 | 2026-01-26T01:51:00Z | smart_tv | -63 | 30 | 27 | 0.3 | 0 | 0.093 | smart tv is connected normally with RSSI -63 dBm, latency 27 ms, channel utilization 30% and no material packet loss. | healthy |
INC-000952 | 2026-01-08T06:33:00Z | tablet | -58 | 14 | 103 | 0.13 | 10 | 0.098 | Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-005073 | 2026-02-08T18:11:00Z | iot_sensor | -52 | 52 | 298 | 12.93 | 0 | 0.146 | Network quality degradation for iot sensor: elevated round-trip time and 12.93% packet loss despite an acceptable signal level. | high_latency |
INC-005705 | 2026-02-13T13:59:00Z | smartphone | -38 | 35 | 136 | 0.72 | 0 | 0.979 | Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.979. | dns_security_risk |
INC-003010 | 2026-01-23T23:56:00Z | iot_sensor | -55 | 9 | 145 | 0.7 | 8 | 0.194 | iot sensor failed to obtain or renew an IP address; 8 DHCP failures were observed recently. | dhcp_failure |
INC-005893 | 2026-02-15T00:26:00Z | smartphone | -91 | 34 | 22 | 4.62 | 1 | 0.125 | smartphone repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal. | weak_signal |
INC-002548 | 2026-01-20T11:10:00Z | smartphone | -63 | 20 | 68 | 0.86 | 6 | 0.069 | Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-002417 | 2026-01-19T11:14:00Z | iot_sensor | -62 | 32 | 32 | 0.41 | 0 | 0.885 | Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.885. | dns_security_risk |
INC-004872 | 2026-02-07T05:15:00Z | laptop | -49 | 37 | 33 | 0.89 | 0 | 0.089 | laptop is connected normally with RSSI -49 dBm, latency 33 ms, channel utilization 37% and no material packet loss. | healthy |
INC-005332 | 2026-02-10T17:37:00Z | tablet | -43 | 52 | 116 | 0.67 | 12 | 0.028 | tablet failed to obtain or renew an IP address; 12 DHCP failures were observed recently. | dhcp_failure |
INC-001262 | 2026-01-10T15:32:00Z | tablet | -64 | 89 | 95 | 6.71 | 0 | 0.14 | Likely Wi-Fi congestion affecting tablet: busy channel at 89% utilization with intermittent retransmissions. | wifi_congestion |
INC-003466 | 2026-01-27T11:31:00Z | voice_assistant | -48 | 33 | 178 | 0.69 | 3 | 0.066 | voice assistant failed to obtain or renew an IP address; 3 DHCP failures were observed recently. | dhcp_failure |
INC-002776 | 2026-01-22T05:04:00Z | tablet | -56 | 51 | 78 | 1.18 | 15 | 0.025 | tablet failed to obtain or renew an IP address; 15 DHCP failures were observed recently. | dhcp_failure |
INC-001040 | 2026-01-08T22:49:00Z | gaming_console | -50 | 82 | 101 | 2.47 | 0 | 0.2 | gaming console experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy. | wifi_congestion |
INC-000394 | 2026-01-04T00:16:00Z | gaming_console | -48 | 17 | 92 | 0.79 | 6 | 0.075 | gaming console failed to obtain or renew an IP address; 6 DHCP failures were observed recently. | dhcp_failure |
INC-002446 | 2026-01-19T16:34:00Z | security_camera | -66 | 25 | 153 | 0.79 | 11 | 0.207 | Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-001460 | 2026-01-12T03:48:00Z | laptop | -48 | 91 | 119 | 1.41 | 0 | 0.045 | laptop experiences reduced throughput while channel utilization is 91% and neighbouring traffic is heavy. | wifi_congestion |
INC-005740 | 2026-02-13T20:23:00Z | security_camera | -65 | 19 | 169 | 0.45 | 6 | 0.076 | Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-001121 | 2026-01-09T13:38:00Z | security_camera | -58 | 28 | 118 | 0.54 | 0 | 0.904 | security camera generated unusual DNS activity with risk score 0.904; review domains and resolver behaviour. | dns_security_risk |
INC-000887 | 2026-01-07T18:41:00Z | iot_sensor | -46 | 28 | 66 | 0.17 | 0 | 0.856 | iot sensor generated unusual DNS activity with risk score 0.856; review domains and resolver behaviour. | dns_security_risk |
INC-002128 | 2026-01-17T06:14:00Z | security_camera | -71 | 14 | 98 | 2.62 | 6 | 0.201 | Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-004079 | 2026-02-01T03:58:00Z | voice_assistant | -46 | 47 | 47 | 0.89 | 1 | 0.765 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.765. | dns_security_risk |
INC-005004 | 2026-02-08T05:24:00Z | smartphone | -52 | 49 | 34 | 0.73 | 0 | 0.14 | smartphone is connected normally with RSSI -52 dBm, latency 34 ms, channel utilization 49% and no material packet loss. | healthy |
INC-003497 | 2026-01-27T17:12:00Z | voice_assistant | -42 | 2 | 70 | 2.3 | 0 | 0.943 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.943. | dns_security_risk |
INC-001637 | 2026-01-13T12:11:00Z | smart_tv | -63 | 49 | 134 | 0.78 | 1 | 0.826 | smart tv generated unusual DNS activity with risk score 0.826; review domains and resolver behaviour. | dns_security_risk |
INC-002326 | 2026-01-18T18:32:00Z | gaming_console | -51 | 32 | 50 | 0.51 | 14 | 0.17 | Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-005726 | 2026-02-13T17:54:00Z | voice_assistant | -42 | 81 | 77 | 6.19 | 0 | 0.097 | Likely Wi-Fi congestion affecting voice assistant: busy channel at 81% utilization with intermittent retransmissions. | wifi_congestion |
INC-000410 | 2026-01-04T03:13:00Z | smart_tv | -45 | 93 | 125 | 3.34 | 0 | 0.199 | Likely Wi-Fi congestion affecting smart tv: busy channel at 93% utilization with intermittent retransmissions. | wifi_congestion |
INC-000429 | 2026-01-04T06:44:00Z | security_camera | -45 | 62 | 596 | 9.83 | 0 | 0.066 | Network quality degradation for security camera: elevated round-trip time and 9.83% packet loss despite an acceptable signal level. | high_latency |
INC-003005 | 2026-01-23T22:58:00Z | smartphone | -59 | 44 | 148 | 1.05 | 0 | 0.821 | Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.821. | dns_security_risk |
INC-003706 | 2026-01-29T07:34:00Z | iot_sensor | -61 | 9 | 62 | 0.14 | 10 | 0.037 | iot sensor failed to obtain or renew an IP address; 10 DHCP failures were observed recently. | dhcp_failure |
INC-004998 | 2026-02-08T04:21:00Z | smart_tv | -61 | 41 | 10 | 2.29 | 1 | 0.143 | Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-005801 | 2026-02-14T07:31:00Z | gaming_console | -45 | 30 | 19 | 0.58 | 0 | 0.809 | gaming console generated unusual DNS activity with risk score 0.809; review domains and resolver behaviour. | dns_security_risk |
INC-001724 | 2026-01-14T04:12:00Z | tablet | -58 | 79 | 108 | 0.88 | 0 | 0.162 | tablet experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy. | wifi_congestion |
INC-005232 | 2026-02-09T23:22:00Z | voice_assistant | -56 | 11 | 30 | 0.11 | 0 | 0.183 | Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-005988 | 2026-02-15T17:53:00Z | smart_tv | -63 | 8 | 36 | 0.47 | 1 | 0.13 | Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-000657 | 2026-01-06T00:35:00Z | laptop | -60 | 75 | 791 | 13.51 | 1 | 0.104 | Network quality degradation for laptop: elevated round-trip time and 13.51% packet loss despite an acceptable signal level. | high_latency |
INC-000281 | 2026-01-03T03:40:00Z | gaming_console | -57 | 12 | 148 | 0.47 | 1 | 0.957 | gaming console generated unusual DNS activity with risk score 0.957; review domains and resolver behaviour. | dns_security_risk |
INC-005858 | 2026-02-14T18:01:00Z | tablet | -54 | 99 | 47 | 4.66 | 1 | 0.053 | tablet experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy. | wifi_congestion |
INC-005686 | 2026-02-13T10:32:00Z | security_camera | -64 | 18 | 80 | 0.37 | 5 | 0.044 | security camera failed to obtain or renew an IP address; 5 DHCP failures were observed recently. | dhcp_failure |
INC-005608 | 2026-02-12T20:11:00Z | smartphone | -38 | 37 | 92 | 0.07 | 3 | 0.032 | smartphone failed to obtain or renew an IP address; 3 DHCP failures were observed recently. | dhcp_failure |
INC-002079 | 2026-01-16T21:12:00Z | gaming_console | -66 | 81 | 258 | 7.79 | 0 | 0.105 | gaming console reports latency of 258 ms and packet loss of 7.79%, causing slow or unstable application traffic. | high_latency |
INC-000014 | 2026-01-01T02:34:00Z | security_camera | -45 | 94 | 92 | 1.29 | 0 | 0.102 | Likely Wi-Fi congestion affecting security camera: busy channel at 94% utilization with intermittent retransmissions. | wifi_congestion |
INC-002171 | 2026-01-17T14:02:00Z | security_camera | -38 | 43 | 89 | 1.15 | 0 | 0.973 | Potential DNS security incident for security camera: anomalous query pattern and risk score 0.973. | dns_security_risk |
INC-004313 | 2026-02-02T22:52:00Z | voice_assistant | -61 | 44 | 113 | 0.87 | 1 | 0.886 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.886. | dns_security_risk |
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