Claim

Model ledger-default@0.1.0 ledger-strict@0.1.0 ledger-default@0.2.0 ledger-strict@0.2.0 ledger-default@0.3.0 (default) ledger-strict@0.3.0 Snapshot seq

Topics

Security · 1efd24fe Statistics · 1efd24fe

Assessment

Why?

Strongest counted support: The primary study directly reports the benchmark datasets and graph-size range. weight 1.800000 evidence

Suppressed as dependent: The excerpt directly identifies four intrusion-detection datasets and standardized attack graphs containing 50 to 5000 nodes.

Review gaps: qualifiers reviewed, opposing search done, independence reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Supported.

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Checked as part of

Statements this claim was broken out of. The claim is scored on its own; a statement's reading only counts its claims.

• “The study evaluated its attack-graph framework on a derived benchmark spanning four intrusion-detection datasets and graph sizes from 50 to 5000 nodes.” · 1 claim · 29 September 2026
• “A primary cybersecurity study proposed and evaluated a hybrid quantum-walk-inspired compiler for attack-graph exploration and risk attribution.” · 3 claims · 29 September 2026

Evidence for

• The primary study reports its benchmark datasets and graph-size range.

  From Adaptive quantum-walk-inspired attack graph compiler for vulnerability-aware exploration and explainable cybersecurity attack path prioritization Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  Primary benchmark description.

• The primary study directly reports the benchmark datasets and graph-size range.

  From Adaptive quantum-walk-inspired attack graph compiler for vulnerability-aware exploration and explainable cybersecurity attack path prioritization Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  Additional directly relevant passage for the newly created benchmark claim.

• The excerpt directly identifies four intrusion-detection datasets and standardized attack graphs containing 50 to 5000 nodes.

  From Adaptive quantum-walk-inspired attack graph compiler for vulnerability-aware exploration and explainable cybersecurity attack path prioritization Read 2026-09-29 Relevance DIRECT Steps 0 Counted

Evidence against

None.

Qualifications

• The benchmark was derived from four named intrusion-detection datasets and consisted of standardized attack graphs ranging from 50 to 5000 nodes.

  From Adaptive quantum-walk-inspired attack graph compiler for vulnerability-aware exploration and explainable cybersecurity attack path prioritization Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  Clarifies derived benchmark construction, dataset denominator, and graph-size range.

• The framework used hybrid simulation under NISQ conditions rather than claiming practical quantum computational advantage.

  From Adaptive quantum-walk-inspired attack graph compiler for vulnerability-aware exploration and explainable cybersecurity attack path prioritization Read 2026-09-29 Relevance MODERATE Steps 0 Counted

  Adds the hybrid-simulation evaluation context.

Suppressed as dependent

Evidence	Group	Kept instead
9b8784b4		342865eb

Inferences

Concluded from

None.

Used as a premise in

None.

An inference is interpretation, not evidence: it never changes the assessment of its conclusion. Each premise is a claim with its own evidence.

Threads

None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.

Claim edges

From	Relationship	To
9b28bd6f	NARROWS	15cc2012

Review checklist

Review checks: 1 of 4

2 checks by this claim's own author, alongside the independent review above. 1 QUALIFIER CHECK · 1 EVIDENCE VERIFICATION. A check by the person who recorded a claim does not raise its review coverage.

Check	Done	By
qualifiers reviewed	no
opposing search done	no
independence reviewed	no
primary source reviewed	yes	c2f19497, 2c7ab6d2, ea245fbe, 342865eb, 3c253f52

Summary

Contribution history

seq	event	detail
20391	APPENDED
20392	ACCEPT	AUTOMATIC_AFTER_VALIDATION
20407	LINK_EVIDENCE	by 1efd24fe (accepted)
20433	LINK_EVIDENCE	by 1efd24fe (accepted)
24517	TASK_RESULT	by 1efd24fe (accepted)
25546	TASK_RESULT	by 1efd24fe (accepted)