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-004051 | 2026-01-31T22:46:00Z | smart_tv | -81 | 13 | 30 | 3.58 | 0 | 0.218 | Poor Wi-Fi coverage detected for smart tv; signal strength is -81 dBm and the client appears far from the access point. | weak_signal |
INC-001575 | 2026-01-13T00:51:00Z | iot_sensor | -56 | 27 | 400 | 9.31 | 0 | 0.174 | Network quality degradation for iot sensor: elevated round-trip time and 9.31% packet loss despite an acceptable signal level. | high_latency |
INC-002869 | 2026-01-22T22:03:00Z | iot_sensor | -87 | 31 | 23 | 2.01 | 1 | 0.053 | Poor Wi-Fi coverage detected for iot sensor; signal strength is -87 dBm and the client appears far from the access point. | weak_signal |
INC-003272 | 2026-01-25T23:53:00Z | gaming_console | -53 | 78 | 152 | 4.41 | 0 | 0.01 | gaming console experiences reduced throughput while channel utilization is 78% and neighbouring traffic is heavy. | wifi_congestion |
INC-004451 | 2026-02-04T00:03:00Z | voice_assistant | -42 | 47 | 30 | 0.52 | 0 | 0.906 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.906. | dns_security_risk |
INC-002338 | 2026-01-18T20:45:00Z | iot_sensor | -59 | 21 | 20 | 0.48 | 9 | 0.071 | iot sensor failed to obtain or renew an IP address; 9 DHCP failures were observed recently. | dhcp_failure |
INC-002783 | 2026-01-22T06:20:00Z | voice_assistant | -48 | 38 | 65 | 0.8 | 0 | 0.917 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.917. | dns_security_risk |
INC-001958 | 2026-01-15T23:00:00Z | tablet | -67 | 90 | 39 | 2.68 | 0 | 0.021 | Likely Wi-Fi congestion affecting tablet: busy channel at 90% utilization with intermittent retransmissions. | wifi_congestion |
INC-005838 | 2026-02-14T14:21:00Z | laptop | -65 | 38 | 38 | 0.14 | 0 | 0.158 | Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-000766 | 2026-01-06T20:33:00Z | gaming_console | -48 | 14 | 156 | 0.2 | 15 | 0.048 | Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-004810 | 2026-02-06T17:56:00Z | gaming_console | -50 | 10 | 54 | 0.96 | 7 | 0.043 | Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-005882 | 2026-02-14T22:24:00Z | iot_sensor | -42 | 80 | 42 | 6.34 | 1 | 0.072 | iot sensor experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy. | wifi_congestion |
INC-000402 | 2026-01-04T01:45:00Z | smart_tv | -50 | 9 | 19 | 1.17 | 0 | 0.067 | smart tv is connected normally with RSSI -50 dBm, latency 19 ms, channel utilization 9% and no material packet loss. | healthy |
INC-004422 | 2026-02-03T18:45:00Z | smart_tv | -44 | 50 | 29 | 1.1 | 0 | 0.017 | Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-001598 | 2026-01-13T05:03:00Z | security_camera | -39 | 100 | 123 | 5.88 | 0 | 0.189 | security camera experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy. | wifi_congestion |
INC-001849 | 2026-01-15T03:07:00Z | voice_assistant | -78 | 42 | 47 | 3.65 | 0 | 0.022 | Poor Wi-Fi coverage detected for voice assistant; signal strength is -78 dBm and the client appears far from the access point. | weak_signal |
INC-000896 | 2026-01-07T20:22:00Z | tablet | -58 | 86 | 85 | 3.01 | 1 | 0.087 | Likely Wi-Fi congestion affecting tablet: busy channel at 86% utilization with intermittent retransmissions. | wifi_congestion |
INC-004006 | 2026-01-31T14:34:00Z | gaming_console | -42 | 28 | 84 | 0.22 | 13 | 0.137 | gaming console failed to obtain or renew an IP address; 13 DHCP failures were observed recently. | dhcp_failure |
INC-003493 | 2026-01-27T16:32:00Z | gaming_console | -84 | 43 | 28 | 4.32 | 0 | 0.041 | gaming console repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal. | weak_signal |
INC-001809 | 2026-01-14T19:41:00Z | security_camera | -44 | 52 | 518 | 19.21 | 0 | 0.101 | Network quality degradation for security camera: elevated round-trip time and 19.21% packet loss despite an acceptable signal level. | high_latency |
INC-003725 | 2026-01-29T10:58:00Z | voice_assistant | -58 | 38 | 129 | 1.17 | 1 | 0.818 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.818. | dns_security_risk |
INC-001129 | 2026-01-09T15:00:00Z | tablet | -80 | 46 | 16 | 3.78 | 1 | 0.019 | tablet repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal. | weak_signal |
INC-004290 | 2026-02-02T18:32:00Z | iot_sensor | -60 | 10 | 45 | 1.1 | 1 | 0.092 | Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-001629 | 2026-01-13T10:39:00Z | voice_assistant | -58 | 33 | 623 | 19.81 | 1 | 0.088 | voice assistant reports latency of 623 ms and packet loss of 19.81%, causing slow or unstable application traffic. | high_latency |
INC-001345 | 2026-01-11T06:39:00Z | smartphone | -93 | 25 | 50 | 0.59 | 0 | 0.108 | smartphone repeatedly disconnects with weak RSSI of -93 dBm while other network indicators remain mostly normal. | weak_signal |
INC-001354 | 2026-01-11T08:17:00Z | gaming_console | -38 | 10 | 113 | 0.16 | 3 | 0.208 | Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-000754 | 2026-01-06T18:14:00Z | iot_sensor | -59 | 48 | 145 | 0.44 | 4 | 0.034 | iot sensor failed to obtain or renew an IP address; 4 DHCP failures were observed recently. | dhcp_failure |
INC-004952 | 2026-02-07T19:56:00Z | voice_assistant | -49 | 97 | 119 | 1.01 | 1 | 0.094 | Likely Wi-Fi congestion affecting voice assistant: busy channel at 97% utilization with intermittent retransmissions. | wifi_congestion |
INC-005721 | 2026-02-13T16:57:00Z | gaming_console | -43 | 71 | 597 | 5.47 | 0 | 0.147 | gaming console reports latency of 597 ms and packet loss of 5.47%, causing slow or unstable application traffic. | high_latency |
INC-002674 | 2026-01-21T10:16:00Z | tablet | -53 | 8 | 82 | 0.56 | 8 | 0.143 | tablet failed to obtain or renew an IP address; 8 DHCP failures were observed recently. | dhcp_failure |
INC-001315 | 2026-01-11T01:06:00Z | smart_tv | -79 | 29 | 44 | 2.6 | 0 | 0.122 | smart tv repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal. | weak_signal |
INC-003870 | 2026-01-30T13:33:00Z | voice_assistant | -63 | 26 | 42 | 0.64 | 1 | 0.193 | Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-003913 | 2026-01-30T21:28:00Z | security_camera | -86 | 45 | 47 | 3.37 | 0 | 0.171 | security camera repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal. | weak_signal |
INC-005094 | 2026-02-08T21:57:00Z | gaming_console | -55 | 15 | 40 | 0.56 | 0 | 0.175 | Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-000780 | 2026-01-06T23:03:00Z | gaming_console | -58 | 39 | 13 | 0.91 | 0 | 0.14 | gaming console is connected normally with RSSI -58 dBm, latency 13 ms, channel utilization 39% and no material packet loss. | healthy |
INC-002746 | 2026-01-21T23:30:00Z | security_camera | -43 | 13 | 24 | 0.86 | 9 | 0.088 | security camera failed to obtain or renew an IP address; 9 DHCP failures were observed recently. | dhcp_failure |
INC-003616 | 2026-01-28T15:01:00Z | tablet | -44 | 27 | 66 | 0.97 | 8 | 0.201 | tablet failed to obtain or renew an IP address; 8 DHCP failures were observed recently. | dhcp_failure |
INC-000861 | 2026-01-07T14:01:00Z | gaming_console | -57 | 69 | 188 | 11.26 | 0 | 0.114 | Network quality degradation for gaming console: elevated round-trip time and 11.26% packet loss despite an acceptable signal level. | high_latency |
INC-002183 | 2026-01-17T16:16:00Z | voice_assistant | -60 | 17 | 16 | 1.03 | 1 | 0.881 | Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.881. | dns_security_risk |
INC-005848 | 2026-02-14T16:16:00Z | iot_sensor | -54 | 11 | 169 | 0.84 | 11 | 0.165 | Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-005823 | 2026-02-14T11:34:00Z | security_camera | -42 | 70 | 294 | 4.08 | 1 | 0.03 | security camera reports latency of 294 ms and packet loss of 4.08%, causing slow or unstable application traffic. | high_latency |
INC-003133 | 2026-01-24T22:30:00Z | gaming_console | -83 | 40 | 45 | 2.12 | 0 | 0.078 | gaming console repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal. | weak_signal |
INC-000026 | 2026-01-01T04:54:00Z | smart_tv | -65 | 82 | 116 | 6.87 | 0 | 0.011 | Likely Wi-Fi congestion affecting smart tv: busy channel at 82% utilization with intermittent retransmissions. | wifi_congestion |
INC-001447 | 2026-01-12T01:23:00Z | gaming_console | -98 | 18 | 8 | 0 | 0 | 0.107 | gaming console repeatedly disconnects with weak RSSI of -98 dBm while other network indicators remain mostly normal. | weak_signal |
INC-000288 | 2026-01-03T04:58:00Z | tablet | -66 | 31 | 20 | 0.33 | 1 | 0.116 | tablet is connected normally with RSSI -66 dBm, latency 20 ms, channel utilization 31% and no material packet loss. | healthy |
INC-005464 | 2026-02-11T17:51:00Z | smartphone | -66 | 48 | 178 | 0.45 | 10 | 0.154 | Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-001449 | 2026-01-12T01:46:00Z | smart_tv | -40 | 53 | 660 | 3.89 | 1 | 0.028 | smart tv reports latency of 660 ms and packet loss of 3.89%, causing slow or unstable application traffic. | high_latency |
INC-000362 | 2026-01-03T18:31:00Z | security_camera | -41 | 94 | 68 | 1.59 | 0 | 0.141 | Likely Wi-Fi congestion affecting security camera: busy channel at 94% utilization with intermittent retransmissions. | wifi_congestion |
INC-003129 | 2026-01-24T21:47:00Z | smart_tv | -43 | 80 | 584 | 18.58 | 0 | 0.082 | Network quality degradation for smart tv: elevated round-trip time and 18.58% packet loss despite an acceptable signal level. | high_latency |
INC-003426 | 2026-01-27T04:14:00Z | smart_tv | -55 | 16 | 41 | 0.08 | 1 | 0.145 | Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-005669 | 2026-02-13T07:22:00Z | gaming_console | -44 | 27 | 124 | 0.94 | 1 | 0.873 | gaming console generated unusual DNS activity with risk score 0.873; review domains and resolver behaviour. | dns_security_risk |
INC-000840 | 2026-01-07T10:10:00Z | iot_sensor | -67 | 31 | 22 | 0.61 | 0 | 0.195 | Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-003219 | 2026-01-25T14:12:00Z | iot_sensor | -66 | 38 | 844 | 8.06 | 0 | 0.089 | iot sensor reports latency of 844 ms and packet loss of 8.06%, causing slow or unstable application traffic. | high_latency |
INC-003743 | 2026-01-29T14:22:00Z | smartphone | -45 | 38 | 25 | 0.2 | 0 | 0.872 | smartphone generated unusual DNS activity with risk score 0.872; review domains and resolver behaviour. | dns_security_risk |
INC-002655 | 2026-01-21T06:49:00Z | gaming_console | -38 | 76 | 343 | 9.09 | 0 | 0.179 | Network quality degradation for gaming console: elevated round-trip time and 9.09% packet loss despite an acceptable signal level. | high_latency |
INC-001224 | 2026-01-10T08:28:00Z | smart_tv | -54 | 12 | 48 | 0.49 | 0 | 0.172 | Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-005080 | 2026-02-08T19:29:00Z | gaming_console | -43 | 25 | 28 | 0.47 | 12 | 0.176 | Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-005422 | 2026-02-11T10:09:00Z | gaming_console | -50 | 50 | 92 | 0.86 | 10 | 0.122 | Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-002147 | 2026-01-17T09:47:00Z | security_camera | -61 | 26 | 87 | 0.02 | 0 | 0.975 | Potential DNS security incident for security camera: anomalous query pattern and risk score 0.975. | dns_security_risk |
INC-004838 | 2026-02-06T23:08:00Z | smartphone | -45 | 82 | 99 | 6.12 | 0 | 0.077 | Likely Wi-Fi congestion affecting smartphone: busy channel at 82% utilization with intermittent retransmissions. | wifi_congestion |
INC-000010 | 2026-01-01T01:58:00Z | laptop | -46 | 42 | 60 | 0.92 | 9 | 0.033 | Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-003891 | 2026-01-30T17:31:00Z | tablet | -58 | 47 | 771 | 5.71 | 0 | 0.148 | Network quality degradation for tablet: elevated round-trip time and 5.71% packet loss despite an acceptable signal level. | high_latency |
INC-001467 | 2026-01-12T05:07:00Z | gaming_console | -42 | 67 | 541 | 15.15 | 0 | 0.107 | Network quality degradation for gaming console: elevated round-trip time and 15.15% packet loss despite an acceptable signal level. | high_latency |
INC-002025 | 2026-01-16T11:24:00Z | laptop | -44 | 36 | 548 | 13.1 | 0 | 0.194 | laptop reports latency of 548 ms and packet loss of 13.1%, causing slow or unstable application traffic. | high_latency |
INC-002872 | 2026-01-22T22:41:00Z | tablet | -65 | 36 | 133 | 0.45 | 12 | 0.105 | Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-002324 | 2026-01-18T18:09:00Z | gaming_console | -49 | 89 | 116 | 1.8 | 0 | 0.027 | Likely Wi-Fi congestion affecting gaming console: busy channel at 89% utilization with intermittent retransmissions. | wifi_congestion |
INC-003554 | 2026-01-28T03:44:00Z | iot_sensor | -52 | 79 | 43 | 2.63 | 0 | 0.157 | Likely Wi-Fi congestion affecting iot sensor: busy channel at 79% utilization with intermittent retransmissions. | wifi_congestion |
INC-001768 | 2026-01-14T12:10:00Z | laptop | -51 | 13 | 148 | 0.11 | 8 | 0.156 | Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-003243 | 2026-01-25T18:41:00Z | gaming_console | -44 | 25 | 732 | 6.73 | 0 | 0.071 | gaming console reports latency of 732 ms and packet loss of 6.73%, causing slow or unstable application traffic. | high_latency |
INC-002618 | 2026-01-21T00:00:00Z | tablet | -38 | 85 | 121 | 4.5 | 1 | 0.197 | Likely Wi-Fi congestion affecting tablet: busy channel at 85% utilization with intermittent retransmissions. | wifi_congestion |
INC-001907 | 2026-01-15T13:47:00Z | security_camera | -51 | 44 | 153 | 0.39 | 1 | 0.896 | Potential DNS security incident for security camera: anomalous query pattern and risk score 0.896. | dns_security_risk |
INC-001642 | 2026-01-13T13:05:00Z | tablet | -48 | 47 | 34 | 0.9 | 14 | 0.062 | Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-005272 | 2026-02-10T06:39:00Z | security_camera | -67 | 33 | 33 | 0.98 | 10 | 0.118 | Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-003915 | 2026-01-30T21:49:00Z | security_camera | -57 | 34 | 647 | 17.72 | 1 | 0.052 | Network quality degradation for security camera: elevated round-trip time and 17.72% packet loss despite an acceptable signal level. | high_latency |
INC-002054 | 2026-01-16T16:44:00Z | security_camera | -38 | 90 | 108 | 2.2 | 0 | 0.012 | security camera experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy. | wifi_congestion |
INC-003946 | 2026-01-31T03:32:00Z | smart_tv | -52 | 8 | 97 | 0.51 | 12 | 0.127 | Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-001800 | 2026-01-14T18:07:00Z | smartphone | -57 | 40 | 74 | 1.48 | 0 | 0.092 | Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-001450 | 2026-01-12T01:56:00Z | security_camera | -57 | 13 | 90 | 0.98 | 11 | 0.086 | security camera failed to obtain or renew an IP address; 11 DHCP failures were observed recently. | dhcp_failure |
INC-001540 | 2026-01-12T18:29:00Z | smartphone | -50 | 11 | 32 | 0.4 | 7 | 0.181 | Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-003167 | 2026-01-25T04:45:00Z | iot_sensor | -65 | 45 | 160 | 0.1 | 0 | 0.859 | Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.859. | dns_security_risk |
INC-002308 | 2026-01-18T15:08:00Z | smart_tv | -56 | 44 | 53 | 0.17 | 15 | 0.113 | Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity. | dhcp_failure |
INC-002082 | 2026-01-16T21:52:00Z | gaming_console | -38 | 29 | 23 | 0.36 | 0 | 0.193 | gaming console is connected normally with RSSI -38 dBm, latency 23 ms, channel utilization 29% and no material packet loss. | healthy |
INC-003057 | 2026-01-24T08:32:00Z | voice_assistant | -47 | 72 | 206 | 10.02 | 0 | 0.207 | voice assistant reports latency of 206 ms and packet loss of 10.02%, causing slow or unstable application traffic. | high_latency |
INC-004493 | 2026-02-04T07:47:00Z | iot_sensor | -51 | 22 | 125 | 1.18 | 0 | 0.855 | Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.855. | dns_security_risk |
INC-002529 | 2026-01-20T07:46:00Z | security_camera | -53 | 69 | 417 | 18.54 | 0 | 0.083 | Network quality degradation for security camera: elevated round-trip time and 18.54% packet loss despite an acceptable signal level. | high_latency |
INC-000533 | 2026-01-05T01:46:00Z | iot_sensor | -46 | 42 | 89 | 0.57 | 1 | 0.908 | iot sensor generated unusual DNS activity with risk score 0.908; review domains and resolver behaviour. | dns_security_risk |
INC-000872 | 2026-01-07T15:52:00Z | smartphone | -48 | 79 | 117 | 2.12 | 1 | 0.033 | smartphone experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy. | wifi_congestion |
INC-004163 | 2026-02-01T19:23:00Z | smartphone | -48 | 24 | 53 | 0.5 | 0 | 0.928 | Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.928. | dns_security_risk |
INC-005194 | 2026-02-09T16:22:00Z | security_camera | -57 | 17 | 50 | 0.6 | 4 | 0.22 | security camera failed to obtain or renew an IP address; 4 DHCP failures were observed recently. | dhcp_failure |
INC-005205 | 2026-02-09T18:15:00Z | smartphone | -55 | 75 | 444 | 5.03 | 0 | 0.087 | Network quality degradation for smartphone: elevated round-trip time and 5.03% packet loss despite an acceptable signal level. | high_latency |
INC-000162 | 2026-01-02T05:49:00Z | smartphone | -58 | 10 | 26 | 1.15 | 0 | 0.083 | Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-003228 | 2026-01-25T15:50:00Z | iot_sensor | -60 | 48 | 30 | 0 | 1 | 0.147 | Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-003589 | 2026-01-28T10:05:00Z | voice_assistant | -85 | 47 | 32 | 4.35 | 0 | 0.011 | Poor Wi-Fi coverage detected for voice assistant; signal strength is -85 dBm and the client appears far from the access point. | weak_signal |
INC-002034 | 2026-01-16T13:00:00Z | voice_assistant | -38 | 16 | 18 | 0.35 | 0 | 0.03 | voice assistant is connected normally with RSSI -38 dBm, latency 18 ms, channel utilization 16% and no material packet loss. | healthy |
INC-003091 | 2026-01-24T14:49:00Z | laptop | -94 | 41 | 53 | 2.04 | 0 | 0.15 | Poor Wi-Fi coverage detected for laptop; signal strength is -94 dBm and the client appears far from the access point. | weak_signal |
INC-000864 | 2026-01-07T14:33:00Z | smart_tv | -58 | 12 | 24 | 0.4 | 1 | 0.067 | smart tv is connected normally with RSSI -58 dBm, latency 24 ms, channel utilization 12% and no material packet loss. | healthy |
INC-004614 | 2026-02-05T06:00:00Z | gaming_console | -38 | 13 | 35 | 0.73 | 0 | 0.173 | Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour. | healthy |
INC-001042 | 2026-01-08T23:09:00Z | security_camera | -64 | 42 | 168 | 0.26 | 3 | 0.073 | security camera failed to obtain or renew an IP address; 3 DHCP failures were observed recently. | dhcp_failure |
INC-004375 | 2026-02-03T10:10:00Z | gaming_console | -93 | 8 | 34 | 5.44 | 1 | 0.115 | Poor Wi-Fi coverage detected for gaming console; signal strength is -93 dBm and the client appears far from the access point. | weak_signal |
INC-002099 | 2026-01-17T00:50:00Z | smart_tv | -65 | 4 | 129 | 0 | 0 | 0.939 | smart tv generated unusual DNS activity with risk score 0.939; review domains and resolver behaviour. | dns_security_risk |
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