Claim
The study evaluated AQAGC on a derived, standardized multi-scale attack-graph benchmark constructed from four named intrusion-detection datasets, with graph sizes of 50–5000 nodes; this describes a benchmark construction, not direct evaluation of raw datasets or all deployed networks.
38 words; atomic claims are usually under 25a conjunction joins clauses that may be separately evaluablea comma-separated series may list several propositionsTopics
Not filed under any topic yet.
Assessment
Supported
Main unresolved issue: 3 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:813e557d-3240-88af-93ee-84ab9b28bd6f
Not yet independently audited.Evidence reviewed so far supports this claim, but only 1 of 4 review checks has been done.
Why?
Strongest counted support: The paper frames AQAGC evaluation as hybrid simulation under realistic NISQ conditions, not practical quantum advantage. weight 1.800000 evidence
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.
0.9843 under ledger-default@0.3.0 at snapshot 27745 · state Supported · Review checks: 1 of 4 · stability HIGH · 3 sources, 3 independent lineages
How the number was reached
| Link | Working | Weight | Counted as |
|---|---|---|---|
| d1e989f4 support | relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 | 0.540000 | 0.540000 |
| 6ddb453d support | relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 | 1.800000 | 1.800000 |
| c22b7e28 support | relevance DIRECT 2.0 × observation DATASET_RESULT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 | 1.800000 | 1.800000 |
prior 0.50 → log-odds 0.000000 + 4.140000 (the counted weights) = 4.140000 → probability 0.9843
Your view
Registered views
Nobody has registered a view yet.
Evidence for
-
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
Directly supports derived construction, four datasets, standardization, and node 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
Supports the evaluation context and scope limitation.
-
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
Supports that the benchmark was used to evaluate the named framework.
Evidence against
None.
Qualifications
None.
Suppressed as dependent
None.
Inferences
Concluded from
None.
Used as a premise in
None.
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
| Check | Done | By |
|---|---|---|
| qualifiers reviewed | no | |
| opposing search done | no | |
| independence reviewed | no | |
| primary source reviewed | yes | d1e989f4, 6ddb453d, c22b7e28 |
Summary
Supported. The main support is: The framework integrates VAQE, adaptive quantum-walk scheduling, and ERAM modules for the evaluated attack-graph exploration. 16917d8c
A search for evidence in the opposing direction found something; see the counted evidence. afac351f
Review checks: 1 of 4. coverage:813e557d-3240-88af-93ee-84ab9b28bd6f
Contribution history
| seq | event | detail |
|---|---|---|
| 25546 | APPENDED | |
| 25547 | ACCEPT | AUTOMATIC_AFTER_VALIDATION |
| 25550 | TASK_RESULT | by 1efd24fe (accepted) |
Score trace
{
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"variants": {
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"permissive": "0.9954",
"conservative": "0.9477"
},
"code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
"contested": false,
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"claim_type": "QUANTITATIVE",
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"review_coverage": "0.25",
"truth_evaluable": true,
"assessment_state": "SUPPORTED",
"review_checklist": {
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"ok": false
},
"opposing_search_done": {
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"ok": false
},
"independence_reviewed": {
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"ok": false
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"primary_source_reviewed": {
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},
"contradict_groups": 0,
"rounding_boundary": false,
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"independence_unreviewed": 3
}