Holoscan Eligibility ReplayRecorded physical UNO R4 evidence controlling CUDA model admission
Recorded evidence replay
Replay the retained 2,000-window holdout.
Every row is drawn from retained run output. Gray windows bypass the model. Green windows invoke it. Red windows expose the measured tradeoff.
Normalized Stream WindowPublic UNSW-NB15 metadata mapped into the bounded evaluation schema.
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Physical UNO R4Deterministic evidence scoring and fixed packet response over USB serial.
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GnoSys EligibilityFrozen q15=6000 guardrail returns model-eligible or bypass.
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Holoscan + CUDA ModelTrained MLP runs only when eligible. Always-on remains the comparison arm.
0windows processed
of 2,000
of 2,000
0model calls avoided
live count
live count
0.0%model-call reduction
live rate
live rate
--always-on model TP windows preserved
--gated F1
live cumulative
live cumulative
Tradeoff retainedFinal recall was 94.32% gated versus 98.62% always-on. The replay marks all 50 always-on true-positive windows that were not routed.
Current Evidence Window Ready
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Evidence confidence0 / 32767
Frozen model-eligibility threshold: 6,000
BypassedModel invokedModel-positive attack denied eligibility
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| Window | Category | Evidence | GnoSys | CUDA result |
|---|---|---|---|---|
| Replay has not started. | ||||