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Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.903272Z digest=sha256:84ec1ad7fc8e5496817b5e6873987262c2495e53f9fcde8159c0d752d278a248

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.906759Z digest=sha256:d80ca087d755f56530ab3163ec79c2fccebe01a94ca7a3d704ca6b4b5bbcaddf

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.909462Z digest=sha256:728fbdf3a04c8b0dafa4c9be0346e1c9990f2cb08a051672aa8a67eb03ecab50

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.912229Z digest=sha256:7932ec2d80ab0d285a01e0447b16b8490cc13c97b7de461ad5b95fad1c0cc4f1

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.916587Z digest=sha256:014cf3aadee0725873c08544aa3ee1018b670142f8a3a9dae0441ac3db25cbba

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.919586Z digest=sha256:dba06e15b3c3c4513ba06365d13168c823b7668f6ec20ccb81ed49b80deda5ab

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.922468Z digest=sha256:bfc264536a15fbda99495112648f58417a2529d7eb9aabef23cfae04244ac810

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.925394Z digest=sha256:4a6f298512e09cb456e2a95ad3a1b26a9205dcf6a8af5efbff5f7153369b0a3a

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.927851Z digest=sha256:2d873870e3e394945f19836f63f46a0a2a2a00146aa5a752c5ceb7ebb1f37be6

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.930486Z digest=sha256:ebae17de38a70f0f31b4c8e6423b1c72d4e979bf630b1c528ea8a95013e2cefc

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.932832Z digest=sha256:6b24ea817ad65d4ff565a150b10dff84fa19fcad8a8580e19f94365f5ebf6f88

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=sha256:76ed339c31a25a5ce316847f568984a3c7efdcdfb7b754643a7147542814947f

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.938059Z digest=sha256:b909f2ef4f2389e9ae29ae7be4f370299af56585d93c6abb4d00c53277ae1a55

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.940714Z digest=sha256:d5239621686c94869c5e3503e2292b9d0eee088920c0d1e8fac61a9ace40bf62

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.943018Z digest=sha256:ddda0745ab034ae5acbcadde7c128ec3b16fff9f806f18222e03e36bacff2706

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.945678Z digest=sha256:b75dc3016e30dc54246589cb31f8c6c1ff4a00bf7fc587991974088f346ad4bd

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.948282Z digest=sha256:6dfb0235bd34711dea4dc599c99c453bf76bd853d0c230f386bf322c2964244a

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.951253Z digest=sha256:3d509254219fe77ecf97ccb2bfc5f4a949a82159f6e54ace0d200bf0b777c3f6

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.953697Z digest=sha256:73b718ffbdf11c199734858adb44c86afcfdc0349f45bfbf4e8e5d53d375e624

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.956020Z digest=sha256:0274def5a6b360cd14070292166076ffd387032cd064c352b8d24cba7ff26d22

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=sha256:5c75afb4fe34665fd882b1f37d91171c383f4c8f201cada51883a3a412c3d717

Pith citing papers

No inbound Pith citation observations are available.