Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T21:32:57.877268Z
Paper Citation Record · LEDGER
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection
As of 14 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2509.07924.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact3
- verified fuzzy15
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 51bf0ffe-247f-40b8-acfe-7b118504be7f · outbound
This paper cites Machine learning-based intrusion detection for zero-day ransomware in unseen data,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Machine learning-based intrusion detection for zero-day ransomware in unseen data,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:33:01.091054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ab43bd5c-911f-4e72-8831-b16b780fa18a · outbound
This paper cites Quantum machine learning: A tutorial,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Quantum machine learning: A tutorial,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:33:00.949469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2d6cf236-d9b9-4966-ac1e-a1d3df657511 · outbound
This paper cites Noisy intermediate-scale quantum algorithms,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Noisy intermediate-scale quantum algorithms,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:33:00.804128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation eaa095f2-9552-46b3-b562-da5f84b78139 · outbound
This paper cites Barren plateaus in quantum neural network training landscapes,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Barren plateaus in quantum neural network training landscapes,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:33:00.633125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3534b7dc-1f6a-4c29-bb21-48c0eec9869e · outbound
This paper cites Quantum enhanced machine learning for unobtrusive stress mon- itoring,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Quantum enhanced machine learning for unobtrusive stress mon- itoring,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:33:00.428885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bacc4ea3-f761-4611-b085-12e939259db3 · outbound
This paper cites The role of machine learning in cybersecurity,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection The role of machine learning in cybersecurity,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:33:00.256151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d2eb7730-db62-443b-9bd6-2879c398509f · outbound
This paper cites Recent advances for quantum classifiers,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Recent advances for quantum classifiers,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:33:00.075853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 757f556d-3dce-497a-b0ff-e2da06eb1ba5 · outbound
This paper cites Pe parser: A python package for portable executable files processing,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Pe parser: A python package for portable executable files processing,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:59.908397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0492358b-4b94-45e0-9aa4-42835e340ef3 · outbound
This paper cites Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using xgboost, gradient boosting machine, and random forest,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using xgboost, gradient boosting machine, and random forest,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:59.768735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5656ee14-6c98-4492-ae74-6278ce620044 · outbound
This paper cites Different obfuscation techniques for code protection,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Different obfuscation techniques for code protection,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:59.612637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 942e0dc9-0e38-4ec2-b54e-4c5aa06f2a98 · outbound
This paper cites Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms,
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T21:32:56.921855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4487c004-c5ff-4616-8f7c-00805edb6831 · outbound
This paper cites Encoding classical data into a quantum computer.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Encoding classical data into a quantum computer
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-04T21:32:58.502207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 81f1c0fa-9895-414e-8424-71a793d404f2 · outbound
This paper cites Supervised learning with quantum-enhanced feature spaces,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Supervised learning with quantum-enhanced feature spaces,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:59.373299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6b4d545a-2991-4ce6-9a67-d84e80606fac · outbound
This paper cites Modeling Feature Maps for Quantum Machine Learning.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Modeling Feature Maps for Quantum Machine Learning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T21:32:57.295393Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35c0e26c-c854-4bb2-afa3-df814a4e4f6b · outbound
This paper cites Classification of medical image modeling methods: A review,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Classification of medical image modeling methods: A review,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:59.223861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 64e6b14a-1d9a-4b92-9e92-d4b5037cce4c · outbound
This paper cites A comparison of various classical optimizers for a variational quantum linear solver,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection A comparison of various classical optimizers for a variational quantum linear solver,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:59.118093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3a2277b1-5ac9-41d6-8da5-dbd9e15ecb0e · outbound
This paper cites Simultaneous state measurement of coupled josephson phase qubits,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Simultaneous state measurement of coupled josephson phase qubits,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:58.962415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation caed131c-2f6a-4929-8e8b-b75799013a7c · outbound
This paper cites Challenges in Applying Variational Quantum Algorithms to Dynamic Satellite Network Routing.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Challenges in Applying Variational Quantum Algorithms to Dynamic Satellite Network Routing
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-08-04T21:32:58.301515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation eb222707-bf5a-4806-92f8-1b1d74cf0e25 · outbound
This paper cites Ransomware combined structural feature dataset,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Ransomware combined structural feature dataset,
Reference 19
- Resolution
- verified exact
- doi, observed 2026-08-04T21:32:58.058220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation de22a52b-4b3c-4309-a18a-f9d83241cdad · outbound
This paper cites Variational quantum classifier for binary classification: Real vs synthetic dataset,.
A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection Variational quantum classifier for binary classification: Real vs synthetic dataset,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:32:58.788890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.