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inc-1789756711-c425 AUTOMATED REMEDIATION (BLOCKED)

Detected Threat: DoS from 198.51.100.12

Detected at: 2026-09-18 18:38:31 • Model Confidence: 98.2%

Re-test Flow
SHAP Feature Attribution Chart
Quantifies the positive/negative marginal contributions of network features toward this detection
XAI Layer
+ Red: Drove Threat Classification − Blue/Green: Pushed Toward Normal
Plain-Language Detection Rationale

Flagged as Denial-of-Service (100.0% confidence) driven by abnormal number of outbound packets, elevated ratio of REJECT-action firewall/NACL drops, and high total data transfer volume. Characterized by an overwhelming burst of packet and byte rates intended to exhaust server resources.

Autoencoder Reconstruction Profile
Flow Reconstruction Error (MSE) 1.4651
Baseline Anomaly Threshold 0.2488

Anomaly Confirmed: The Autoencoder's reconstruction loss exceeded the 95th-percentile baseline normal threshold, confirming unfamiliar traffic behavior.

Flow Log Extracted Telemetry
Flow Duration 25.00s
Total Packets (Fwd / Bwd) 1200 / 20
Total Bytes Transferred 950000 B
Throughput (Bytes/s) 38000.0
Packet Rate (Packets/s) 48.8
Target Destination Port 80
Distinct Contacted Ports 1
Firewall Reject Ratio 65.0%