Network Intrusion Detection · Live Demo
Astrognosy AI · PACIFIC Platform · Patent U.S. Provisional 63/978,633 · pcfic.com
Overall F1
0.929
Avg Latency
Detected
False Positives
Calibration
GPU Required
NO
Attack Training
NONE
https://laminar-api-production-b88f.up.railway.app/v1/demo
Detection Stream 0 events
Press "Run Live Demo" to start
Attack Wave Progress
DDoS
F1 0.949
PENDING
BruteForce
F1 0.969
PENDING
PortScan
F1 0.932
PENDING
DoS
F1 0.910
PENDING
WebAttack
F1 0.885
PENDING
Calibration Profile
Status
n_samples
theta_a (Signal A threshold)
theta_b (Signal B threshold)
Calibration latency
Attack data usedNONE
CICIDS2017 Benchmark
ClassF1 Score
BruteForce
0.969
DDoS
0.949
PortScan
0.932
DoS
0.910
WebAttack
0.885
Overall
0.929
API Configuration
Leave blank to run in simulation mode (demonstrates the interface without a live API). Deploy the Laminar API to Railway and paste the URL above for real detections.
How this works: Laminar calibrates on 80 benign flows — no attack samples, no labels, no model training. The PCF engine builds a structural fingerprint of normal traffic. When attack traffic arrives, the correlation structure deviates from baseline and both Signal A (PSV cosine distance) and Signal B (attack token fraction) fire independently.

Patent-pending algorithm. Patent U.S. Provisional No. 63/978,633. 2.8M real flows benchmarked. Full pipeline audit available on request.