Security Operations Incident Monitor
Real-time AI/ML threat detection powered by Autoencoder reconstruction & BiLSTM sequence classification
Evaluated Traffic Incidents
24 Incidents
| Timestamp | Source IP | Predicted Class | Confidence | Autoencoder Status | Action Status | Top Contributing Features (SHAP) | Details |
|---|---|---|---|---|---|---|---|
|
2026-11-02 10:31:21
|
203.0.113.156
BLOCKED
|
PortScan |
|
Anomaly (Err: 1.450) | REMEDIATED |
reject_ratio
dst_port
|
SHAP XAI |
|
2026-10-27 03:48:56
|
203.0.113.83
|
PortScan |
|
Anomaly (Err: 0.797) | FLAGGED |
reject_ratio
avg_packet_size
|
SHAP XAI |
|
2026-10-20 09:51:27
|
198.51.100.11
BLOCKED
|
DoS Hulk |
|
Anomaly (Err: 4.055) | REMEDIATED |
total_fwd_packets
total_bytes
|
SHAP XAI |
|
2026-09-21 06:43:05
|
203.0.113.42
BLOCKED
|
PortScan |
|
Anomaly (Err: 1.780) | REMEDIATED |
dst_port
reject_ratio
|
SHAP XAI |
|
2026-09-21 06:39:52
|
198.51.100.138
BLOCKED
|
DoS Hulk |
|
Anomaly (Err: 3.203) | REMEDIATED |
total_fwd_packets
total_bytes
|
SHAP XAI |
|
2026-09-21 04:45:48
|
198.51.100.124
BLOCKED
|
DoS Hulk |
|
Anomaly (Err: 2.637) | REMEDIATED |
total_fwd_packets
total_bytes
|
SHAP XAI |
|
2026-09-20 05:04:59
|
198.51.4.82
BLOCKED
|
DoS Hulk |
|
Anomaly (Err: 4.035) | REMEDIATED |
total_fwd_packets
total_bytes
|
SHAP XAI |
|
2026-09-20 04:59:48
|
203.0.113.31
BLOCKED
|
PortScan |
|
Anomaly (Err: 1.011) | REMEDIATED |
reject_ratio
dst_port
|
SHAP XAI |
|
2026-09-19 15:31:45
|
198.51.100.185
BLOCKED
|
Botnet |
|
Normal Baseline | REMEDIATED |
total_fwd_packets
flow_packets_per_sec
|
SHAP XAI |
|
2026-09-19 14:32:20
|
203.0.113.17
BLOCKED
|
PortScan |
|
Anomaly (Err: 0.906) | REMEDIATED |
reject_ratio
avg_packet_size
|
SHAP XAI |
|
2026-09-19 14:31:18
|
203.0.113.60
BLOCKED
|
PortScan |
|
Anomaly (Err: 1.811) | REMEDIATED |
dst_port
reject_ratio
|
SHAP XAI |
|
2026-09-19 14:29:34
2026-09-19 14:29:50
|
203.0.113.111
|
PortScan |
|
Anomaly (Err: 2.699) | LOGGED |
dst_port
reject_ratio
|
SHAP XAI |
|
2026-09-19 14:27:10
|
172.16.0.45
|
BENIGN |
|
Normal Baseline | LOGGED |
avg_packet_size
reject_ratio
|
SHAP XAI |
|
2026-09-19 14:27:03
|
203.0.113.88
|
PortScan |
|
Anomaly (Err: 0.793) | FLAGGED |
reject_ratio
avg_packet_size
|
SHAP XAI |
|
2026-09-19 14:26:53
|
198.51.100.73
BLOCKED
|
DoS Hulk |
|
Anomaly (Err: 0.896) | REMEDIATED |
total_bytes
reject_ratio
|
SHAP XAI |
|
2026-09-19 14:01:03
|
192.0.2.88
BLOCKED
|
BruteForce |
|
Anomaly (Err: 0.723) | REMEDIATED |
flow_bytes_per_sec
total_bytes
|
SHAP XAI |
|
2026-09-19 14:00:01
|
172.16.0.105
|
BENIGN |
|
Normal Baseline | LOGGED |
avg_packet_size
dst_port
|
SHAP XAI |
|
2026-09-19 13:00:15
|
198.51.211.193
BLOCKED
|
DoS Hulk |
|
Anomaly (Err: 1.465) | REMEDIATED |
total_fwd_packets
reject_ratio
|
SHAP XAI |
|
2026-09-18 19:46:23
2026-09-18 19:47:02
|
198.51.100.77
|
PortScan |
|
Anomaly (Err: 1.112) | LOGGED |
distinct_ports_contacted
reject_ratio
|
SHAP XAI |
|
2026-09-18 19:34:50
|
198.51.238.225
BLOCKED
|
BruteForce |
|
Anomaly (Err: 0.723) | REMEDIATED |
flow_bytes_per_sec
total_bytes
|
SHAP XAI |
|
2026-09-18 19:27:09
|
198.51.100.99
|
BruteForce |
|
Anomaly (Err: 1.163) | REMEDIATED |
distinct_ports_contacted
avg_packet_size
|
SHAP XAI |
|
2026-09-18 18:38:31
|
198.51.100.12
BLOCKED
|
DoS Hulk |
|
Anomaly (Err: 1.465) | REMEDIATED |
total_fwd_packets
reject_ratio
|
SHAP XAI |
|
2026-09-18 18:36:39
|
203.0.113.77
BLOCKED
|
PortScan |
|
Anomaly (Err: 1.112) | REMEDIATED |
distinct_ports_contacted
reject_ratio
|
SHAP XAI |
|
2026-09-18 18:28:23
|
198.51.100.99
|
BruteForce |
|
Normal Baseline | REMEDIATED |
distinct_ports_contacted
avg_packet_size
|
SHAP XAI |
203.0.113.156
BLOCKED
REMEDIATED
PortScan
Confidence: 90.2%
2026-11-02 10:31:21
SHAP Drivers:
reject_ratio
dst_port
View SHAP Explanation Chart
203.0.113.83
FLAGGED
PortScan
Confidence: 80.9%
2026-10-27 03:48:56
SHAP Drivers:
reject_ratio
avg_packet_size
View SHAP Explanation Chart
198.51.100.11
BLOCKED
REMEDIATED
DoS
Confidence: 99.2%
2026-10-20 09:51:27
SHAP Drivers:
total_fwd_packets
total_bytes
View SHAP Explanation Chart
203.0.113.42
BLOCKED
REMEDIATED
PortScan
Confidence: 89.3%
2026-09-21 06:43:05
SHAP Drivers:
dst_port
reject_ratio
View SHAP Explanation Chart
198.51.100.138
BLOCKED
REMEDIATED
DoS
Confidence: 99.2%
2026-09-21 06:39:52
SHAP Drivers:
total_fwd_packets
total_bytes
View SHAP Explanation Chart
198.51.100.124
BLOCKED
REMEDIATED
DoS
Confidence: 99.2%
2026-09-21 04:45:48
SHAP Drivers:
total_fwd_packets
total_bytes
View SHAP Explanation Chart
198.51.4.82
BLOCKED
REMEDIATED
DoS
Confidence: 99.2%
2026-09-20 05:04:59
SHAP Drivers:
total_fwd_packets
total_bytes
View SHAP Explanation Chart
203.0.113.31
BLOCKED
REMEDIATED
PortScan
Confidence: 89.1%
2026-09-20 04:59:48
SHAP Drivers:
reject_ratio
dst_port
View SHAP Explanation Chart
198.51.100.185
BLOCKED
REMEDIATED
Botnet
Confidence: 85.3%
2026-09-19 15:31:45
SHAP Drivers:
total_fwd_packets
flow_packets_per_sec
View SHAP Explanation Chart
203.0.113.17
BLOCKED
REMEDIATED
PortScan
Confidence: 89.6%
2026-09-19 14:32:20
SHAP Drivers:
reject_ratio
avg_packet_size
View SHAP Explanation Chart
203.0.113.60
BLOCKED
REMEDIATED
PortScan
Confidence: 91.0%
2026-09-19 14:31:18
SHAP Drivers:
dst_port
reject_ratio
View SHAP Explanation Chart
203.0.113.111
LOGGED
PortScan
Confidence: 91.4%
2026-09-19 14:29:34
• 2026-09-19 14:29:50
SHAP Drivers:
dst_port
reject_ratio
View SHAP Explanation Chart
172.16.0.45
LOGGED
BENIGN
Confidence: 95.2%
2026-09-19 14:27:10
SHAP Drivers:
avg_packet_size
reject_ratio
View SHAP Explanation Chart
203.0.113.88
FLAGGED
PortScan
Confidence: 67.2%
2026-09-19 14:27:03
SHAP Drivers:
reject_ratio
avg_packet_size
View SHAP Explanation Chart
198.51.100.73
BLOCKED
REMEDIATED
DoS
Confidence: 99.2%
2026-09-19 14:26:53
SHAP Drivers:
total_bytes
reject_ratio
View SHAP Explanation Chart
192.0.2.88
BLOCKED
REMEDIATED
BruteForce
Confidence: 89.2%
2026-09-19 14:01:03
SHAP Drivers:
flow_bytes_per_sec
total_bytes
View SHAP Explanation Chart
172.16.0.105
LOGGED
BENIGN
Confidence: 94.8%
2026-09-19 14:00:01
SHAP Drivers:
avg_packet_size
dst_port
View SHAP Explanation Chart
198.51.211.193
BLOCKED
REMEDIATED
DoS
Confidence: 98.2%
2026-09-19 13:00:15
SHAP Drivers:
total_fwd_packets
reject_ratio
View SHAP Explanation Chart
198.51.100.77
LOGGED
PortScan
Confidence: 93.4%
2026-09-18 19:46:23
• 2026-09-18 19:47:02
SHAP Drivers:
distinct_ports_contacted
reject_ratio
View SHAP Explanation Chart
198.51.238.225
BLOCKED
REMEDIATED
BruteForce
Confidence: 89.2%
2026-09-18 19:34:50
SHAP Drivers:
flow_bytes_per_sec
total_bytes
View SHAP Explanation Chart
198.51.100.99
REMEDIATED
BruteForce
Confidence: 89.2%
2026-09-18 19:27:09
SHAP Drivers:
distinct_ports_contacted
avg_packet_size
View SHAP Explanation Chart
198.51.100.12
BLOCKED
REMEDIATED
DoS
Confidence: 98.2%
2026-09-18 18:38:31
SHAP Drivers:
total_fwd_packets
reject_ratio
View SHAP Explanation Chart
203.0.113.77
BLOCKED
REMEDIATED
PortScan
Confidence: 93.4%
2026-09-18 18:36:39
SHAP Drivers:
distinct_ports_contacted
reject_ratio
View SHAP Explanation Chart
198.51.100.99
REMEDIATED
BruteForce
Confidence: 89.2%
2026-09-18 18:28:23
SHAP Drivers:
distinct_ports_contacted
avg_packet_size
View SHAP Explanation Chart