Paper Citation Record · LEDGER

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2608.00901.

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

pith.paper-citation-record.v1
2608.00901 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:46:48.618577Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

33 of 33 outbound references displayed

verified exact2
verified fuzzy23
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f657b9b-646b-4eaa-82bd-0505b3d2c8fe · outbound

This paper cites X-force threat intelligence index 2024.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model X-force threat intelligence index 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.994810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74038488-e23c-49f4-b405-f48a333e3bc3 · outbound

This paper cites Department of Health and Human Services.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Department of Health and Human Services

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.985496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb4deabd-259f-431f-98be-03740b1c22a1 · outbound

This paper cites Report: Health care had most reported cy - berthreats in 2024, 2025.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Report: Health care had most reported cy - berthreats in 2024, 2025

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.977287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a7a40eaf-69c3-4531-8057-a325e0346a92 · outbound

This paper cites Data breach investigations report 2024.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Data breach investigations report 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.969114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ec41512-6484-45e5-8931-1681eb7150bf · outbound

This paper cites 2024 healthcare data breach report.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model 2024 healthcare data breach report

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.960962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb2aa483-755e-4922-ade2-cb6c6867e701 · outbound

This paper cites Richardson and N.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Richardson and N

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.952488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 928c0533-8b82-43e6-8b9c-ee1c35fbe554 · outbound

This paper cites an unresolved cited work.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:46:48.944486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cc02cca4-c94e-411c-9866-dade7717d3be · outbound

This paper cites Levinson et al.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Levinson et al

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.936492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c276df4d-4495-41ea-84f4-6fed0919b5db · outbound

This paper cites an unresolved cited work.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:46:48.927979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9c41e02e-0825-488d-8257-f1666f80f660 · outbound

This paper cites Clarke and K.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Clarke and K

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.919351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f80a1db1-c5c7-4ec5-a1a2-4e0eb8ceb66b · outbound

This paper cites Connell and S.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Connell and S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.910361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6be1feef-ce7e-4111-85cc-4bbf9ff9696b · outbound

This paper cites an unresolved cited work.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:46:48.902145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b432e06d-6c2d-46f5-8bd4-bd6ec696a0cc · outbound

This paper cites Bagdasaryan et al.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Bagdasaryan et al

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.893554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b4e04d9-a056-4bd4-8aa6-4b39a3173c18 · outbound

This paper cites BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:46:48.492046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fdf4959-bd65-4c6d-89c7-998fc9e4f2f2 · outbound

This paper cites an unresolved cited work.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Unresolved cited work

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-06T00:46:48.734436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 783b4ab6-4137-4b07-aa3b-e2ef155d43dd · outbound

This paper cites Quantum Threat in Healthcare IoT: Challenges and Mitigation Strategies.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Quantum Threat in Healthcare IoT: Challenges and Mitigation Strategies

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:46:48.497560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a0cbf80-f4f5-413a-8042-293fe0e9c6f3 · outbound

This paper cites Roy et al.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Roy et al

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.885318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5e04d738-0739-4f08-8e69-afef71bb1105 · outbound

This paper cites an unresolved cited work.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:46:48.877070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4036a2ad-a34d-43b9-a5c1-e51b8fabee68 · outbound

This paper cites Isadm: An integrated stride, att&ck, and d3fend model for threat modeling against real-world adversaries.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Isadm: An integrated stride, att&ck, and d3fend model for threat modeling against real-world adversaries

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.868947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a5d985f-0488-4b50-8e94-2072e47e4935 · outbound

This paper cites Exploring the potential and feasibility of time synchronization us- ing gnss receivers in vehicleto -vehicle communications.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Exploring the potential and feasibility of time synchronization us- ing gnss receivers in vehicleto -vehicle communications

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.860332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eda2a30e-5505-4c00-8f71-2416eab3db97 · outbound

This paper cites an unresolved cited work.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:46:48.850998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ac635b3-fcf3-419a-a60b-e08ee08f8147 · outbound

This paper cites Prc state-sponsored actors compromise and maintain persistent access to u.s.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Prc state-sponsored actors compromise and maintain persistent access to u.s

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.842251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 23a65cf7-014d-460a-a0ae-824405845706 · outbound

This paper cites Mitre atlas: Adversarial threat landscape for artificial- intelligence systems, 2022.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Mitre atlas: Adversarial threat landscape for artificial- intelligence systems, 2022

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.833818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7182dbf4-4c7b-4b3a-a5e0-bca620582bae · outbound

This paper cites Ongun et al.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Ongun et al

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.825069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5336c1d9-0221-48c8-b50a-d8af851100cf · outbound

This paper cites Living off the land: How attackers hide in legitimate tools.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Living off the land: How attackers hide in legitimate tools

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.815972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ba9e2e78-8c75-414b-ae77-01d8c6c2c05e · outbound

This paper cites an unresolved cited work.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:46:48.806468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9e73551-e595-41a8-a984-db7187203949 · outbound

This paper cites Satvat et al.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Satvat et al

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.798017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation caf1467c-0f7f-46fa-9528-45e15402a3d0 · outbound

This paper cites Li et al.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Li et al

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.788767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 121980a2-2421-4559-bdc7-5f1146ec700b · outbound

This paper cites Bracciale, P.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Bracciale, P

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.779824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ce02fb6-6f9e-4b08-8a53-9b7d23919eb4 · outbound

This paper cites A Comparison of Vulnerability Feature Extraction Methods from Textual Attack Patterns.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model A Comparison of Vulnerability Feature Extraction Methods from Textual Attack Patterns

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:46:48.651194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7199c73-6c42-42cb-a282-6b5e3061c0f0 · outbound

This paper cites Kumar, A.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Kumar, A

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.770429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 866b7343-66e7-4c16-9607-32352f4d15d1 · outbound

This paper cites Biggio and F.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Biggio and F

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.761918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 210da41f-e70c-41a9-b42d-714b867b2fe3 · outbound

This paper cites Papernot et al.

A Decade of Healthcare Cyber Threats: Empirical Analysis, Evidence-Based Prioritisation, and AI Threat Model Papernot et al

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:46:48.752878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.