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Paper Citation Record · LEDGER

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0

As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2506.17329.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.17329 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:48:07.958627Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

  • verified exact1
  • verified fuzzy10
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d543a0e6-55ef-46e2-bd3b-d4c2e03b176b · outbound

This paper cites M., Mashatan, A., and Miri, A.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 M., Mashatan, A., and Miri, A

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.166186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.903272Z digest=sha256:d05efe86102eb9a97dd92532d4837cfae10e3f8ce6b615e7285b72be988dd258

Observation 457ea8bd-e749-48c3-a0a9-6a4990e3e78f · outbound

This paper cites M., Mashatan, A., and Miri, A.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 M., Mashatan, A., and Miri, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.157445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.906759Z digest=sha256:022d775530221045ee2eec17097712e6e3c93d2022df17992f14ac3a846b63d4

Observation 1b4f424d-c1be-4afa-bab0-954957ae1d4c · outbound

This paper cites M., Confalonieri, R., Guidotti, R., Del Ser , J., Díaz-Rodríguez, N., and Herrera, F.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 M., Confalonieri, R., Guidotti, R., Del Ser , J., Díaz-Rodríguez, N., and Herrera, F

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.148614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.909462Z digest=sha256:c63c57ad771e7d4fd561eebe8c291c210adf5a6d386b6ddb45a5fe9aa2e2e576

Observation 921cea4a-2dc6-4178-ab63-3db54ee3a877 · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.139050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.912229Z digest=sha256:16139a30788a23f8fddf12daf5e1ed238d2f0615df7f953e5b88b33fd402f160

Observation 4fec8264-6a25-43ba-b522-b0a769fa489e · outbound

This paper cites H., Islam, M.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 H., Islam, M

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.129876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.916587Z digest=sha256:8d5bbf001326695ace76c37cd5ebf4352a9db6c7f0b0c3a9b3df08f95b7f13e3

Observation eb59d554-94e0-4b86-b986-7565db6071e1 · outbound

This paper cites and Guestrin, C.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 and Guestrin, C

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.120281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.919586Z digest=sha256:1ba2b616671d703747ba2a72c037f860f05ac285c54a75ae902f641984d2e30a

Observation 6e45dbd2-b87d-4e9f-a8ba-24eb8d6dc8b8 · outbound

This paper cites Explainable AI meets Healthcare: A Study on Heart Disease Dataset.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Explainable AI meets Healthcare: A Study on Heart Disease Dataset

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:48:07.994885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.922468Z digest=sha256:9c6ef4a227939a892289bcec42f6108cffe90b7b5e7b6dbfaf88f3db56ffa1e7

Observation ad69a4c0-6240-45b3-a6f9-210b64c0a25f · outbound

This paper cites R., Maddikunta, P.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 R., Maddikunta, P

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.110813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.925394Z digest=sha256:409869f4b76e1e04d437cb2bc70d592b27fb6de689da337403a5946ed20a4e8c

Observation d7d2f63c-0d1e-48d1-9e16-fc98e714853f · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.101376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.927851Z digest=sha256:0688ed51011a8743cfe3c65e3c427c0d2163dee4eba016b916e8a010daf07b3d

Observation 1cd19775-9729-4f91-94ee-8e16645654a8 · outbound

This paper cites A., Ghubaish, A., Salman, T., Unal, D., and Jain, R.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 A., Ghubaish, A., Salman, T., Unal, D., and Jain, R

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.092621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.930486Z digest=sha256:56f596436c4df5584f2b77c406627ba84ae84728d568c8e3dc437450eb164e48

Observation c7d2a0b9-844b-4548-a2a7-e554f46b701a · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.081911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.932832Z digest=sha256:0c1133ebd47bbd16e4cc00d34d812abb881023e7fe3b92a6caf89c4887b0c16e

Observation 07a9f2b8-76da-438a-9cae-c6ce49bc9606 · outbound

This paper cites Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T23:48:07.935113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:48:07.935113Z digest=sha256:c931344498c744d0a64bdb0e9e23d5960e8efd488efb6a6177e1e212684df14a

Observation 98530b8a-24dd-4120-919b-a2af9576f976 · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.071472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.938059Z digest=sha256:aa1379d45407baeccdb2d02ce480078d6c93c646408a486007051da8c413bdbd

Observation aa83f8ea-7426-490b-bdd5-f1bfdab3158f · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.062755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.940714Z digest=sha256:b3c4623783510c9bac39c3c05dc36d7e2dac874af077dcf27be6c08a85c2500f

Observation 39e638ed-4839-4964-a3aa-f4f698131a1f · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.053171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.943018Z digest=sha256:63504ce5cb5305377fec1107043fc8b8caf6b2a740db17a3822b026b6d1f1375

Observation 2c148160-e44d-4213-95b7-b405e4178fe5 · outbound

This paper cites H., Lu, R., Xiong, P., and Iqbal, S.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 H., Lu, R., Xiong, P., and Iqbal, S

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.043663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.945678Z digest=sha256:ebbb8d88f4d2e70a0e92a62d725fc4cce07259ca489a7cb6d604c4272719fb9f

Observation 078348b7-965b-494f-8b04-b02ea3de4fd1 · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.033685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.948282Z digest=sha256:4d1acd09319e7f9cacdd716230c39f119ee8f96041056ea110a348311b97689f

Observation 153609ff-3a49-4946-9bf9-0d007b673585 · outbound

This paper cites Digital health - worldwide.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Digital health - worldwide

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.024759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.951253Z digest=sha256:c0731bd3e1136c7f5c336d70ec1bef2b40472b2c9d4f2fcaf3140408feb1dc6d

Observation 2473f8f8-681f-4686-a4ea-684e2f827962 · outbound

This paper cites an unresolved cited work.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:48:08.016568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.953697Z digest=sha256:7aafec002b2a11fd13cf3284e32bdc78f34ff80d8d9d9ade180be273850c9cf1

Observation efef57fd-ea84-47c1-8ce6-567e0f23ef96 · outbound

This paper cites M., Ali, A., Zaman, S., and Chaudhry, M.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 M., Ali, A., Zaman, S., and Chaudhry, M

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:48:08.008176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.956020Z digest=sha256:0acaf7711e7e8ef0cde3900c358c1d2acd8fa1287617366c8283489398aedaec

Observation 6d2f7189-efc1-460b-9174-566b68b5ab1f · outbound

This paper cites write newline.

On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0 write newline

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T23:48:07.958627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:48:07.958627Z digest=sha256:6d89573e0aeb7b5dabc73fe703ddd309c491c0040017c3398184394658526245

Pith citing papers

No inbound Pith citation observations are available.