Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T12:58:44.749764Z
Paper Citation Record · LEDGER
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks
As of 12 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2501.16487.
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 2026-08-11T06:34:44.6726+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
39 of 39 outbound references displayed
- verified exact2
- verified fuzzy5
- unresolved30
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 29c88737-abee-431c-a54e-ae97bb90e8b8 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.939046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 67ade1fa-0093-42fa-b441-c7fa14daf462 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.927182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4e535b7a-beb4-4a19-9544-b718632e2cf4 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.913101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ad22ad49-a923-44ee-8f55-26bd17fabe46 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 4
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-10T12:58:46.898448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d367a4b6-4b03-4ef9-89e3-954a180c68c2 · outbound
This paper cites Brown and Patrickyc Hwang.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Brown and Patrickyc Hwang
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T12:58:46.885109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2499841e-e904-45c0-9e22-18de893cca6a · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.872824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 24b138db-9b6b-41ba-98c3-95d016b05204 · outbound
This paper cites Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T12:58:44.630999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9561940-953e-437e-a1b9-e61ae2d34c99 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.861365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3930d53d-6b27-4235-935e-616323c5281d · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.850085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f3919b37-83a0-4ebe-9a26-60750ced1dcd · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.838610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 45adb044-0db2-4770-9fc1-caa53ecb3df1 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T12:58:44.646848Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f38d71d1-becb-4a5f-bed7-7be6d7288bbf · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.820236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 181ebc06-7688-4e37-bb4e-f65bba8b1efd · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.809172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 91d57974-4daf-4197-b202-83eaa08231d5 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.798060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b1ce5436-2762-450e-94c3-3ff8d57d6677 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.787143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 08eccc7c-5e20-42dd-8867-9aa5dd5b7021 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.762925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 21a33fc2-b8b3-4d5f-ae0f-18888e933c11 · outbound
This paper cites Ghorbani.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Ghorbani
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T12:58:46.750370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7a4315b7-0f52-47e4-90b8-755b10e6ed4d · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.738448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2acfbb5a-f664-4474-97ac-7249a2d8c15c · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.726722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5b1cd05a-d974-4b9d-a18f-753c03dd80bd · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.704162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a3c423af-4c24-4aef-bd12-ffcf8c3779fc · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.693946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 063d140b-7cc6-4a99-a513-e28a2913136d · outbound
This paper cites IEEE Cloud Computing 5, 4 (2018), 24–32.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks IEEE Cloud Computing 5, 4 (2018), 24–32
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T12:58:46.715183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d90fd200-04a2-4132-816f-9f79cc7ef270 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.677087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d8f0509b-f986-4f9d-81cc-1d5c27d96666 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.666419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ec729b4a-554d-4ffb-a830-ea7cc96140ec · outbound
This paper cites Pedregosa, G.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Pedregosa, G
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T12:58:44.697805Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd838bb5-806a-4c44-94ca-3e6861e733fe · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.643772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 14d030bf-1ece-47de-9e39-b66d9adba030 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 27
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-10T12:58:46.632379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0860ce40-3e1e-4111-95a4-22258382a9db · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.655541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6dd5f352-3139-4ec9-996f-9692b17d82db · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T12:58:44.723222Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb8f92d8-578d-41b2-b3a9-564e3e5964d0 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.610663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c2cad4d1-09db-4131-9094-cf13a8005ba2 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.621839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 348c8d0d-091b-4ad7-abc9-9beec2491897 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.586185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 96e6757c-a8d2-4e90-99d3-da882812a8a1 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.573777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a1d684a8-1f5c-482f-867f-99f3901eb0ea · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.598852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6c5a7778-c81b-4f5e-8260-d4c331fb973c · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 35
- Resolution
- verified exact
- doi, observed 2026-08-10T12:58:44.784928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d01592ac-b994-4ce4-ab06-379becd0a3a1 · outbound
This paper cites an unresolved cited work.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T12:58:46.562969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 65a11ece-3476-4471-ba04-cbaf609b71c7 · outbound
This paper cites https://www.iso.org/obp/ui#iso:std:iso:31000:ed-2:v1:en.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks https://www.iso.org/obp/ui#iso:std:iso:31000:ed-2:v1:en
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T12:58:46.775199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fdd068c8-947d-4991-adbc-1c581158c840 · outbound
This paper cites Computers & Security 87 (2019), 101600.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Computers & Security 87 (2019), 101600
Reference 2019
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-10T12:58:46.539351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a7ef9d95-9b9d-4e67-a88a-e7523d2ebe66 · outbound
This paper cites Journal of Neural Engineering 18, 4 (2021), 046019.
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks Journal of Neural Engineering 18, 4 (2021), 046019
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T12:58:46.550839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
No inbound Pith citation observations are available.