Pith. sign in

Paper Citation Record · LEDGER

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

As of 20 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.903272Z digest=sha256:593bde4e10c68a188ce3e4b38b99fff2a582ba4eeb84f12609deaba94ac34a07

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.906759Z digest=sha256:0dc1d2e1e49d89d788c05dd3e0129dfe955d3754b7da507ee7e41d041b48a588

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.909462Z digest=sha256:e6e9432b66cb1e46c059491f782e59e161fd2fdf75de5325664a8468e1a29b37

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.912229Z digest=sha256:34407550040145c1d2279f63b3530ee36e8bf19d5ca9f4e25f4dd37e556f9075

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.916587Z digest=sha256:2725ffa94395f9d72d0207aeb41346403b8496ba598543b2826c58b0a113a425

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.919586Z digest=sha256:9d73ca5b3106329cb3b7f8ed09baa9e7a87d423ba2702d1fdf8046315c0eba52

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.922468Z digest=sha256:5232cc5a519533c3eda36c751a00b18c9106733141c89db62c4e7e0e87556573

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.925394Z digest=sha256:1db25092797f58687d12c3bf0eb4d47af3e6fdf16a1a7f2971622ea2d9b86e15

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.927851Z digest=sha256:2effab67a773a5ca7d1595f6e2f79ecb01d93ef8d40a6831b581623dff623403

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.930486Z digest=sha256:30093b93cd9f829f6281e876612acf37cb676d0a536be64fbfaa706ca32c85f6

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.932832Z digest=sha256:e470f2d10844abd0ebb6a039b8bb0271ac4388111a14d73f4fa723249f17ba5f

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.938059Z digest=sha256:fdec75375e8e74fe6f1c1263e54e2279446ef7492ee9dd361682650c2c71f3b8

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.940714Z digest=sha256:fccde43efe8d0d82979fa59f9427036d4749b6546a029a4b2353a36a9847a610

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.943018Z digest=sha256:c45695e3242a20604a5271b27253fc5967412212df97221449962118b2238824

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.945678Z digest=sha256:478abf99cb09c27619e3709b9387fbc9bc30730321755a4d1ad25ab36e2a884c

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.948282Z digest=sha256:66f66e06d5879c278f57708a9370c4c73aa2329f9fb7ef05e0effca990092bec

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.951253Z digest=sha256:90a73ab2880ebd00f2eb5a0f0f9509a99e29e2d6206f8a4658b3e3920e9c6701

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.953697Z digest=sha256:3150a59be80fc027fd79eccf7741ca2fae3848e35cc3297a00010b9a46b300ed

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:48:07.956020Z digest=sha256:7b363cc461563cc3d589ff99ef4fc8cf66e2318af2fe8b0ccd20f921e6fae504

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.