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Paper Citation Record · LEDGER

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices

As of 16 August 2026, this Paper Citation Record lists 100 of 135 outbound references and 1 inbound Pith citation observation for arXiv:2506.15028.

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

pith.paper-citation-record.v1
2506.15028 v1

Coverage vector

measured 100 of 135 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:49:53.582655Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:15:45.430553Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T07:23:13.171092Z

Reference resolution

100 of 135 outbound references displayed

  • verified exact3
  • verified fuzzy28
  • unresolved66
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ed29d92-481d-4214-a27b-916175c9f500 · outbound

This paper cites https://info.finitestate.io/ 2023-state-of-cybersecurity-for-medical-devices-and-healthcare-systems.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices https://info.finitestate.io/ 2023-state-of-cybersecurity-for-medical-devices-and-healthcare-systems

Reference 1

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Observation 51c7a511-3604-4b01-a2ab-d1148f144918 · outbound

This paper cites Universitätsbibliothek der Universität Stuttgart (2014).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Universitätsbibliothek der Universität Stuttgart (2014)

Reference 2

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source=pdf_text observed=2026-08-15T19:49:52.978840Z digest=sha256:9d42882df1848dbb303d72bd01458f17178d9afd90ee6e202a77079da833d31c

Observation 4e336823-39d9-49b5-902f-0425c68c5049 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-15T19:49:52.984296Z digest=sha256:614843b9da89caad551160a7d116a0c24dd460ce2895b4010aa81d5fe5e3d017

Observation cc610406-3bf4-47c0-bd64-f743f972e046 · outbound

This paper cites Applied Sciences13(11), 6807 (2023).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Applied Sciences13(11), 6807 (2023)

Reference 4

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source=pdf_text observed=2026-08-15T19:49:52.989743Z digest=sha256:080b7aac0a82c9bedba3fd0d2193b953a35e2ef2347544976a047fe63fb39f10

Observation c8aedb9d-730a-4c25-a0cf-487d015b9722 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-15T19:49:52.996179Z digest=sha256:5c61f7cdeb91e68e215ff1080288f1e6d9f60762fd8b2b38bfa09319aa0e08ed

Observation fc3ee51b-dd85-45d0-bbc8-04080f98f16b · outbound

This paper cites In: Koornneef, F., van Gulijk, C.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Koornneef, F., van Gulijk, C

Reference 6

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source=pdf_text observed=2026-08-15T19:49:53.002983Z digest=sha256:342088c8b892c55b37ed14f922598e86b7bb5fc1f2f067af3906e4aba197d60a

Observation f12fa4b5-c8d8-4591-8e6e-f739cad03d51 · outbound

This paper cites In: IEEE/IFIP International Conference on Dependable Systems and Networks (DSN).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)

Reference 7

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source=pdf_text observed=2026-08-15T19:49:53.010960Z digest=sha256:5ba386278e5fd40efe461a3961a88befad95d742b84c61fc919806320cda2e9c

Observation 47971346-38f3-4581-8010-3f2a7a8b5f9d · outbound

This paper cites In: IEEE International Symposium on Computer-Based Medical Systems.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: IEEE International Symposium on Computer-Based Medical Systems

Reference 8

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source=pdf_text observed=2026-08-15T19:49:53.017732Z digest=sha256:668b2c5a93df564d5d95a7ddf4b9c3433852ae43223297d8fbefb9ed642cef8a

Observation 1af2380b-c498-4e79-a1f7-981a7d51ed7c · outbound

This paper cites IEEE Security & Privacy11(4), 14–26 (2013).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices IEEE Security & Privacy11(4), 14–26 (2013)

Reference 9

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doi, observed 2026-08-15T19:49:53.834648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.022827Z digest=sha256:539a324a2d21b19cbed8fcb48121110fb1e0260d1ed6f5f77b1eabf2e71252dc

Observation 05ee00b7-cb3e-4ed2-95c7-eb67fec10db0 · outbound

This paper cites Coordinated Science Laboratory Report no.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Coordinated Science Laboratory Report no

Reference 10

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source=pdf_text observed=2026-08-15T19:49:53.028759Z digest=sha256:47f9fe589cd94d5acb53fcaf430f7405501a6a5bbc33b777c62fc4bb46d82562

Observation f09ad45b-ac84-4333-a5a8-3aff1ac5241b · outbound

This paper cites PloS one11(4), e0151470 (2016).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices PloS one11(4), e0151470 (2016)

Reference 11

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source=pdf_text observed=2026-08-15T19:49:53.036609Z digest=sha256:e9683363ae850ff3932528ee04be2479b7316e007a3215ca67f453b9476050d1

Observation b07edc92-38e0-4feb-85c0-21a269f2a072 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-15T19:49:53.041815Z digest=sha256:532e178130124195de2ef32d2d158257e72cfdc802dce606cbd1bf847bb04e2a

Observation 98d1f345-d8ca-4b5c-beae-39bfe404086d · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-15T19:49:53.046907Z digest=sha256:cf025fa31664df05eb401edf2e8cac4269d54e4b9ae06c85259dce481eb25335

Observation 3aa17f8a-c0b4-4e53-aa89-a2323e3a529f · outbound

This paper cites In: IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE)

Reference 14

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source=pdf_text observed=2026-08-15T19:49:53.052517Z digest=sha256:840baa5fa803642b0fdae72188f426babfbb5e6eeda7e73b1d40e8336d37ceda

Observation 9c3fa18c-386c-4fd1-8f23-a20156ec8782 · outbound

This paper cites In: Proceedings of Security and Privacy in Communication Networks: EAI International Conference, Part I 17.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Proceedings of Security and Privacy in Communication Networks: EAI International Conference, Part I 17

Reference 15

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source=pdf_text observed=2026-08-15T19:49:53.058134Z digest=sha256:2bdd52d9e68cd05357f9b75fa52bd22864e2e5ea510ae3d9a88f5cccffba7947

Observation 1fe35ac8-adb4-41ea-b160-cbf1f690d8d4 · outbound

This paper cites In: Proceedings of the 1st ACM/IEEE International Conference on Cyber-Physical Systems.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Proceedings of the 1st ACM/IEEE International Conference on Cyber-Physical Systems

Reference 16

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source=pdf_text observed=2026-08-15T19:49:53.064586Z digest=sha256:7c150152da6fac303c67f7e20ba7082a253141a04f1736fa39d52ed1a23c8c78

Observation 79a2468a-ab43-49b1-beda-71410f0530aa · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-15T19:49:53.070315Z digest=sha256:ed6270da5258a18c2b850984e5684c5b5ba1bec8d3985d3bd919051a9e003e5e

Observation 7509d4ad-cbde-4b8e-be4a-1a16c194aa25 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-15T19:49:53.076370Z digest=sha256:7c0897598e12817186d115fa72d6377758635fcc34a17de5523c4622cc5f6c57

Observation 1dd7a065-1739-46c0-aa90-4fa0f1d89074 · outbound

This paper cites In: Proceedings of the ACM/IEEE International Conference on Cyber-physical Systems.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Proceedings of the ACM/IEEE International Conference on Cyber-physical Systems

Reference 19

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source=pdf_text observed=2026-08-15T19:49:53.082825Z digest=sha256:31a69f76ca244b01b77afee6b7d980d5bfefdebd7c72f91a17fd11611c085c0a

Observation f1afa62b-a4d5-4234-8d23-c91a8c9abc43 · outbound

This paper cites Medical Image Analysis 73, 102141 (2021).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Medical Image Analysis 73, 102141 (2021)

Reference 20

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source=pdf_text observed=2026-08-15T19:49:53.089654Z digest=sha256:bab0244a8013eddd6e517c922586658258babc7e0ed37990a21a4b6491dd55b7

Observation 57b44667-811f-4427-91a3-5d47f8c79bc9 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-15T19:49:53.097425Z digest=sha256:d462c056fd64c4a927ab4072e526780889df841af5de9b5c32b0580cef7565bb

Observation d122df23-c40f-4bc7-bd2b-d2f20e413cad · outbound

This paper cites In: AAAI Conference on Artificial Intelligence.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: AAAI Conference on Artificial Intelligence

Reference 22

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source=pdf_text observed=2026-08-15T19:49:53.105555Z digest=sha256:72c9d0d26e0d2efa93dd5d9d2d29897d9dd4e53232f2e0ff8b2b1bd10142512f

Observation a985e6fe-62b5-4c45-8791-108047a9a6d2 · outbound

This paper cites Journal of Neural Engineering21(5), 056043 (2024).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Journal of Neural Engineering21(5), 056043 (2024)

Reference 23

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source=pdf_text observed=2026-08-15T19:49:53.110335Z digest=sha256:94ba6ebe261de2ae81841f6c65da3c7336d91e796eb3cc8893811cc2dc3bd8a1

Observation 0e32934e-a2fe-4622-9789-eba90735d645 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems (2022) 26 G.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices IEEE Transactions on Neural Networks and Learning Systems (2022) 26 G

Reference 24

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source=pdf_text observed=2026-08-15T19:49:53.117688Z digest=sha256:9709d343cffef31105c27244bf657b665f9082bda7b61434b733181cd51e8678

Observation ad7a9507-c072-4a94-95a0-a117b48f3b36 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 25

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source=pdf_text observed=2026-08-15T19:49:53.124816Z digest=sha256:2b1ae83e49f3b94e9674c6572fba196b60dd1a33fe1f020790538e00f7955867

Observation 033e0805-cb63-4fde-98f6-4ba94df27865 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-15T19:49:53.131393Z digest=sha256:3f21e533e21f3448a8bca08792dcabac9e36e8d02cea5145940a005c9efdaa8d

Observation f831abf6-b473-4b3d-b5a3-04cb336e10d1 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-15T19:49:53.136389Z digest=sha256:09395b1abb6cbb34a4da4e7c27577daacdd518d41cbed287e25220e75dec7ebc

Observation cb89c85d-6fd5-440f-b4ce-a74fb8418620 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-15T19:49:53.142143Z digest=sha256:0ee0e94b823b4b6a68d0c86f420df3f813ace89edb6498ed482bbf83e0df414d

Observation 26139ec0-271a-4c89-b019-3dba4637aa94 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-15T19:49:53.149316Z digest=sha256:3768627e261668a767d56cbf89f3dbc7d6b0b07c25732f7e1f0728cbe22d4e89

Observation c5155b66-de8c-4faf-8532-d3afca4a6c8f · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-15T19:49:53.156894Z digest=sha256:e466df4d3174e2e18814b0bc992bcc4a2b84a4d2ae66d70ab7f93f5d26b8160c

Observation 4957e4a9-0669-45b6-891f-b7d4cd12b657 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-15T19:49:53.164195Z digest=sha256:5600547ef0a174699154f0727ba2617e95bd15fcf2d0fe9804cb1916be5871c3

Observation 6c4e6fbf-fade-479f-823e-fe3f2b846e89 · outbound

This paper cites In: Red Teaming GenAI: What Can We Learn from Adversaries? (2024).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Red Teaming GenAI: What Can We Learn from Adversaries? (2024)

Reference 32

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source=pdf_text observed=2026-08-15T19:49:53.172462Z digest=sha256:35a3998efb087780a5a0c4b292b21c779ae17d0f9ef3106063b911e1fc3b560a

Observation 36eac7fd-862a-4270-8825-74eb5b48e457 · outbound

This paper cites In: IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE)

Reference 33

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source=pdf_text observed=2026-08-15T19:49:53.189250Z digest=sha256:eef3f8fa77b0970678dc0d8ee9ff6905d62e84326314e9bad0caab5d3ad3f288

Observation 3b368881-a3c0-4a98-8844-d05214c560e8 · outbound

This paper cites Applied Sciences (2076-3417) 14(23) (2024).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Applied Sciences (2076-3417) 14(23) (2024)

Reference 34

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Observation 620bb51d-9243-4923-9f77-80657a56653d · outbound

This paper cites cfm?id=714, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices cfm?id=714, Last accessed: Apr 18, 2025

Reference 35

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Observation c3245822-3ebe-4e84-9c44-aa5a293a3540 · outbound

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Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 36

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source=pdf_text observed=2026-08-15T19:49:53.223900Z digest=sha256:972f525a0df6b9a5dd7f46809a7db752ab7af8ceb6cbd7c4a5f63f81fde9447f

Observation 1f9fb6f2-a555-4bba-b125-f78e1ca298d1 · outbound

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Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-15T19:49:53.230350Z digest=sha256:26a57f22dff9e8ae7dca766b5a1aedf19125fb3e905514252dd62a1a677e30f1

Observation 7c8ecd17-fc5d-4e5a-add5-657cb4a9ec35 · outbound

This paper cites FFRCT) (2018), URL: https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfMAUDE/detail.cfm? mdrfoi__id=8269286, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices FFRCT) (2018), URL: https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfMAUDE/detail.cfm? mdrfoi__id=8269286, Last accessed: Apr 18, 2025

Reference 38

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source=pdf_text observed=2026-08-15T19:49:53.245967Z digest=sha256:e6f4751427941457f99222a488d93d26863ccd80cc450dd6b2a7a86272c847bb

Observation 24b445ad-293e-4220-adac-1e18a0b246df · outbound

This paper cites gov/scripts/cdrh/cfdocs/cfres/res.cfm?id=170857, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices gov/scripts/cdrh/cfdocs/cfres/res.cfm?id=170857, Last accessed: Apr 18, 2025

Reference 39

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source=pdf_text observed=2026-08-15T19:49:53.253117Z digest=sha256:ba827e207e580188c667c81fd185a96fb360e5c0fdaf7c609133bc90e686cb13

Observation 3ea21ea2-df20-407f-b560-87ae0018b877 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-15T19:49:53.259921Z digest=sha256:b66d4606d1ac96fa459e15fb4c5a1e628c99dc5ea232f007bdc5b2d86aabd8b0

Observation 89cb2e1e-cb06-42d6-b157-e38815aceca4 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-15T19:49:53.276111Z digest=sha256:dc7ec969fb763b99591d66f72b26d36e5adee9dd47a9404f778e2987538edea6

Observation 5a49e69e-4fce-4ddf-99c2-a007a51c3b94 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-15T19:49:53.281875Z digest=sha256:d2158d6b3f8c8822a2c19ec82ea811eec81c6b7210fb2942747bec27a0230631

Observation 01b4b288-ecce-4736-a6d8-bd67bf8b0fa8 · outbound

This paper cites accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=175194, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=175194, Last accessed: Apr 18, 2025

Reference 43

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no resolver link, observed 2026-08-15T19:49:53.286774Z

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source=pdf_text observed=2026-08-15T19:49:53.286774Z digest=sha256:2e104eb1674ad1346e527d152f4433d8a180caf10adb9f6aa9e9843a340ae543

Observation ca7af4be-651c-49f6-a316-3038c20f7229 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-15T19:49:53.293003Z

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source=pdf_text observed=2026-08-15T19:49:53.293003Z digest=sha256:acdf42824705b069e1aabcc122fdcf5dd7c99f57917d1a056d88a2906ec54913

Observation cc5763b8-33e9-4b6a-9160-a364cfe79ea7 · outbound

This paper cites gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=204881, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=204881, Last accessed: Apr 18, 2025

Reference 45

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no resolver link, observed 2026-08-15T19:49:53.298192Z

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source=pdf_text observed=2026-08-15T19:49:53.298192Z digest=sha256:d3ef26fa6bea12db16ce5909fd16a8a098224f895e97a9ecd591d7d3d98977a5

Observation 82e36e8d-b3dd-4d95-951a-a4415925b1b0 · outbound

This paper cites gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=207976, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=207976, Last accessed: Apr 18, 2025

Reference 46

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source=pdf_text observed=2026-08-15T19:49:53.303498Z digest=sha256:ff51e195804640abae2d78004d7b353688653f7762ca13c43514ccfad69c9e54

Observation af3d3f15-05ce-4d88-a9b9-0e399acf1ab4 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 47

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no resolver link, observed 2026-08-15T19:49:53.309045Z

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source=pdf_text observed=2026-08-15T19:49:53.309045Z digest=sha256:3ff1cdfb039a1419c41a34d8e86fb607a5864d5b6c7597adc4b697da139265d3

Observation 734018bb-695c-4044-89c2-d822e1f97572 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 48

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no resolver link, observed 2026-08-15T19:49:53.314036Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T19:49:53.314036Z digest=sha256:a26e910cbd3f68ba8508c3a8fb38dbb1cc7afa95cf0ff5f817bc4d66f44c100d

Observation 03fb3a02-861b-43cb-b3ef-99d9b59f0136 · outbound

This paper cites Science363(6433), 1287–1289 (2019).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Science363(6433), 1287–1289 (2019)

Reference 49

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no resolver link, observed 2026-08-15T19:49:53.318825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.318825Z digest=sha256:991a5b50abb785b6c296a9be4069fa4a6e94e79ab80511922e71f381d39e8741

Observation ba142376-234d-4930-adb2-70c4105cf77a · outbound

This paper cites Adversarial Attacks Against Medical Deep Learning Systems.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Adversarial Attacks Against Medical Deep Learning Systems

Reference 50

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no resolver link, observed 2026-08-15T19:49:53.323459Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T19:49:53.323459Z digest=sha256:8ff57ad008ac4813dfe2061e977cf9529994cc119b875b71d881f8af7afa4e5e

Observation 9e2ed757-1c56-4639-86f3-09ed3a960c7f · outbound

This paper cites In: USENIX Annual Technical Conference (USENIX ATC).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: USENIX Annual Technical Conference (USENIX ATC)

Reference 51

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no resolver link, observed 2026-08-15T19:49:53.329548Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.329548Z digest=sha256:b673686c6fcf14575427676f7af2f4bf4da3eeff89287a7196d25c7910b97f42

Observation 3a1f260f-5461-4ff8-9613-7c1af74d966b · outbound

This paper cites DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction

Reference 52

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metadata mismatch
local_arxiv, observed 2026-08-15T19:49:54.018036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.334720Z digest=sha256:4aa95098acd3f0d2f183e128bec6823c0d7ea83c3432228dcbbb52495dddbc3c

Observation 4c1f6d12-9d0f-49b6-9af8-a6ba376b9087 · outbound

This paper cites Nature communications13(1), 5711 (2022).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Nature communications13(1), 5711 (2022)

Reference 53

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source=pdf_text observed=2026-08-15T19:49:53.340636Z digest=sha256:fc9dd3bb2fd429e1ac064b60d0a1527eb402222b6413c0448a91e7a1b83bd011

Observation aebc7ce5-6941-46e7-9c31-ef1550696272 · outbound

This paper cites In: Workshop on Cybersecurity in HealthCare (HealthSec).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Workshop on Cybersecurity in HealthCare (HealthSec)

Reference 54

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no resolver link, observed 2026-08-15T19:49:53.345855Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T19:49:53.345855Z digest=sha256:f907a1dc06d2d8c6c1ddfa214e4f32b0f4571ebe0f80621cf0ede1d85b7cbff4

Observation cc17c651-3ebe-4266-9cd1-2920bc7b291c · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 55

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no resolver link, observed 2026-08-15T19:49:53.350476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.350476Z digest=sha256:5233b96819d57773df7b2319d9e923cfb1acb1c539385c7f243501b9876987e1

Observation 1615a338-1b46-4e2f-b5a9-b2a538182f2f · outbound

This paper cites In: 2008 IEEE Symposium on Security and Privacy (sp 2008).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: 2008 IEEE Symposium on Security and Privacy (sp 2008)

Reference 56

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no resolver link, observed 2026-08-15T19:49:53.355254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.355254Z digest=sha256:28032965062a2757259d874d706e800b5dfb95f3ba6372aa014559b643ce1a31

Observation a8e27682-3329-4771-913d-3f03297f99a5 · outbound

This paper cites Nature medicine 26(3), 360–363 (2020).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Nature medicine 26(3), 360–363 (2020)

Reference 57

Resolution
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no resolver link, observed 2026-08-15T19:49:53.361077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.361077Z digest=sha256:46a246a022df95e271a28ca9c6d98d4fd578318c911979cf087bb07505d065d4

Observation eed95206-d632-42c8-9a3b-0bc72debd27d · outbound

This paper cites BMC medical imaging21, 1–13 (2021) 28 G.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices BMC medical imaging21, 1–13 (2021) 28 G

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T19:49:53.366522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.366522Z digest=sha256:91fbef9b20204ec964f0839538947c1ad8264ec3106bc9c27405e2554c48d450

Observation 3bfbb927-ccc2-461d-8801-e2a9d9f3e268 · outbound

This paper cites Quantitative Imaging in Medicine and Surgery12(6), 3276 (2022).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Quantitative Imaging in Medicine and Surgery12(6), 3276 (2022)

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T19:49:53.371386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.371386Z digest=sha256:b3dbb17d1d7546e033635128a0d0f898cd3d071e31e9e85a859773e5f8c866c5

Observation c27aa255-1c0a-4fe5-b7ca-a02dcd67e30e · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:49:55.654478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.377102Z digest=sha256:92bcc1d6f7d72222a2d0b6092d6484e774e691d6a59107ba91656cc3bdc47c75

Observation 518d5b2e-0597-47c2-b7e7-f89559b0c618 · outbound

This paper cites In: International Symposium On Leveraging Applications of Formal Methods, Verification and Validation.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: International Symposium On Leveraging Applications of Formal Methods, Verification and Validation

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.633508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.383538Z digest=sha256:0ef942885665661abc765e0f3fabf486f26b75be7f27ed3a4d89c5daa937dba9

Observation db741835-bd1f-477e-a552-5c9129600820 · outbound

This paper cites Computer 39(4), 61–67 (2006).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Computer 39(4), 61–67 (2006)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.607834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.394580Z digest=sha256:e3374ea39aad6215bfda853493197367914968ec991c2b02b3b4aa32f683c7bb

Observation ae1858f9-d354-4b61-b845-c658b38d852d · outbound

This paper cites In: 2010 22nd Euromicro Conference on Real-Time Systems.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: 2010 22nd Euromicro Conference on Real-Time Systems

Reference 63

Resolution
verified exact
doi, observed 2026-08-15T19:49:53.816013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.399360Z digest=sha256:409e8fd2913203424775c7c63c07a44f9d95165e11c5ece8cc2e19e34732351a

Observation 618c2d66-aa3d-4816-9bc6-0acdf7927502 · outbound

This paper cites MedRxiv1, 2021 (2021).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices MedRxiv1, 2021 (2021)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.583646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.405377Z digest=sha256:92c9f2ca772928d1df16cfa340df5a342b977bab067840f4991937cd921a3a07

Observation d025b829-f32b-4694-8a49-5806e101a520 · outbound

This paper cites IEEe Access8, 52018–52027 (2020).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices IEEe Access8, 52018–52027 (2020)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.561175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.410001Z digest=sha256:3510c6aea223cf8cbc56ac1f732b684276f54058f819d1859551968bce518f6c

Observation 8a3e1b1f-8583-4cba-8458-346c471a5e70 · outbound

This paper cites Journal of Dia- betes Science and Technology (2024).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Journal of Dia- betes Science and Technology (2024)

Reference 66

Resolution
verified exact
doi, observed 2026-08-15T19:49:53.797591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.414687Z digest=sha256:0df2f0dc15c06ed83b6432614dc059587d1c8e1c617ada06cdf5994e2c39a1b8

Observation 6e305022-d1e8-407a-893d-c89cf20b9b98 · outbound

This paper cites PloS one7(7), e40200 (2012).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices PloS one7(7), e40200 (2012)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.538275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.420439Z digest=sha256:80ad82d95d8b8061f50d6bca05a6bb56114003df694fb946a6bd0f042b6f5a14

Observation 967318b3-785b-4aac-b2a7-983beaf0c42a · outbound

This paper cites Sensors 21(11), 3922 (2021).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Sensors 21(11), 3922 (2021)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.519405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.425673Z digest=sha256:b90f308a5e9204d75dd19dd3657727e44410df05fefd54fc377162ef4e8ddf03

Observation ae3ffa5a-0ec5-478a-ac9d-99cfdd5ac538 · outbound

This paper cites MIT press (2011).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices MIT press (2011)

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.498034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.430290Z digest=sha256:ae495da7c30d5bf2e26d6bd0dbfb892dd40990c1e968d55501043f826fe0e97d

Observation df90dbb7-3da1-4615-ab90-3dce9695a782 · outbound

This paper cites Journal of Patient Safety 16(2), 162–167 (2020).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Journal of Patient Safety 16(2), 162–167 (2020)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.478995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.435083Z digest=sha256:96d5e966f1fd34d5779c145bc2a6085f9b52591985936b9434bb6e9f2ffe1adb

Observation c51ba724-3ef0-474b-95f9-8ea2856f5e13 · outbound

This paper cites Journal of Biomedical Informatics132, 104129 (2022).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Journal of Biomedical Informatics132, 104129 (2022)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.457948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.440673Z digest=sha256:35d66ae77dcebffb8038054e50ea8c9a47ed3ee49e3bc4c2d9cc1808281d1da2

Observation 386a6edd-2b16-402e-acd2-2b6f25066dd5 · outbound

This paper cites In: IEEE International Conference on e-Health Networking, Applications and Services.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: IEEE International Conference on e-Health Networking, Applications and Services

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.438710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.445071Z digest=sha256:d91ec97d8c611849e03d748d817ee592b9e3f14164fbd31bc7624c405caf77f5

Observation cf788391-2706-47ec-b1de-5182da2398a5 · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Advances in Neural Information Processing Systems

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.419596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.449595Z digest=sha256:cf913989afbd8b0707e1540de9319e139ea72c87d1a717861b3e971620966a37

Observation 24cfb747-3f8a-4c1e-b8c1-4933f3795b1a · outbound

This paper cites Bioengineering 10(8), 973 (2023) Analysis of Security in ML-enabled Medical Devices 29.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Bioengineering 10(8), 973 (2023) Analysis of Security in ML-enabled Medical Devices 29

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.383264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.454190Z digest=sha256:07315073100fb7e7867c3c1f369e3b27e60dc8e06b27cb3e54db3205275d0fb1

Observation ff27bfe9-2946-4099-930d-f80c5feecd3e · outbound

This paper cites In: Proceedings of the International Joint Conference on Artificial Intelligence.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Proceedings of the International Joint Conference on Artificial Intelligence

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.361523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.460110Z digest=sha256:4881686777b97ce6709e049d596fbb96ea4d17724bfb16b33ed617ce35ec76ba

Observation d1451564-81d5-4d2b-ab28-c8ddca108d6f · outbound

This paper cites Journal of the American Medical Informatics Association30(7), 1227–1236 (2023).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Journal of the American Medical Informatics Association30(7), 1227–1236 (2023)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.343639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.465589Z digest=sha256:9d16f04c0fa763ad2c7df0caf58942f549db8c854d5abffba59644d6ddc4d22b

Observation c86980ff-7452-4157-875d-ba177eb4e726 · outbound

This paper cites Pattern Recognition 110, 107332 (2021).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Pattern Recognition 110, 107332 (2021)

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-15T19:49:53.470336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.470336Z digest=sha256:da5431266c68fd90ff2e098f65b8c0f788b2ea5f05398d6be46253ae169f7e38

Observation f69e49f5-bddb-4378-bad2-9233a082379f · outbound

This paper cites In: IEEE EuroS&P.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: IEEE EuroS&P

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.313176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.475025Z digest=sha256:3afa82c33ce09dd791ae03f28e8d01056bf386ee53dfdf2e2022a87ad543e753

Observation 7623b1ba-d1f4-4ac8-b701-26c9a6d029f0 · outbound

This paper cites In: 2017 IEEE International Conference on Healthcare Informatics (ICHI).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: 2017 IEEE International Conference on Healthcare Informatics (ICHI)

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.294216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.479883Z digest=sha256:b7ce4c59a193cae1ec92bb5ae08b7d7ffe90a05f319552e214f3a23c096fcb78

Observation a0fa9994-6382-49d0-9122-3b94eaae07f0 · outbound

This paper cites In: IEEE BIBM.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: IEEE BIBM

Reference 80

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T19:49:53.992755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.485605Z digest=sha256:b58b5c414470f2407b297c9d499f2a1278d94a75da3b5519f5ab5af09b75afdb

Observation b2f13b90-7f7e-4eac-9015-4314ceffa9ec · outbound

This paper cites In: ICCSA.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: ICCSA

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.269871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.490010Z digest=sha256:4beb3edb7fc70a6dc890cf1867c4701aab0e895b42674e6c22c95f8ddac47bd7

Observation 634d3d7b-22d7-48c3-93fa-eb6d4014d28c · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:49:55.251912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.494989Z digest=sha256:b237d4184fd8335d5ada4384e168096e7617c356b23272abd2b259f710e02b56

Observation 08a47b0c-fff4-4ce6-95cb-f71ed9784808 · outbound

This paper cites org/cgi-bin/cvename.cgi?name=CVE-2021-26262, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices org/cgi-bin/cvename.cgi?name=CVE-2021-26262, Last accessed: Apr 18, 2025

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.229481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.499569Z digest=sha256:81f799bb15507dec9c7fb295a8b0ac71abac204bdef4245858d54b0405809d02

Observation 5ae05c75-9ecf-465f-9488-3d5ae775d8eb · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:49:55.200024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.504438Z digest=sha256:544676bfa5f3386658529d6fabcbf9019ac7a759ded80990faa7c707eee74242

Observation 4eae61ef-55b0-4b19-8d94-c37accb6fba5 · outbound

This paper cites org/cgi-bin/cvename.cgi?name=CVE-2018-3938, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices org/cgi-bin/cvename.cgi?name=CVE-2018-3938, Last accessed: Apr 18, 2025

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.168823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.510115Z digest=sha256:edc0e67065a1c5249e422611e2a8eab0f3a36c8d8618367dd5fd73ce6dacb1c8

Observation dff34caa-9077-4fb5-bcb3-e9a0718bdc7a · outbound

This paper cites cgi?name=CVE-2019-5921, Last accessed: Apr 18, 2025.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices cgi?name=CVE-2019-5921, Last accessed: Apr 18, 2025

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.136932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.514797Z digest=sha256:8da16d66098e1e3bbebbf9c0e117d0257277ef1eaf68d0aef56920cdc08acc2c

Observation 7d8621e7-94b6-4b0f-8a38-13e393e303e7 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:49:55.106469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.519972Z digest=sha256:e87c62733b084e41f97a147913e3dc4e9c5de0d994a32027aeace9021c2892df

Observation 18f99710-ca04-4e5d-9c6f-253ca3751251 · outbound

This paper cites IEEE journal of biomedical and health informatics19(6), 1893–1905 (2014).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices IEEE journal of biomedical and health informatics19(6), 1893–1905 (2014)

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.081831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.525129Z digest=sha256:eb61c6ca0b424335f557d2021ec074c3bb4acc165e4fc7a35c45fcb1efa1ccf1

Observation 3111e11b-3cd8-439e-abec-7c78893737fa · outbound

This paper cites In: International Workshop on Ophthalmic Medical Image Analysis.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: International Workshop on Ophthalmic Medical Image Analysis

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.043649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.529548Z digest=sha256:ede5b83910aa1fb327d288007d3e14adacbb07b15206834cfd62d1ed5021b4d3

Observation 2522a82c-8ffa-4b3e-8c3c-adf5cb45d06d · outbound

This paper cites Engineering Safety Requirements for Autonomous Driving with Large Language Models.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Engineering Safety Requirements for Autonomous Driving with Large Language Models

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-15T19:49:53.533730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:49:53.533730Z digest=sha256:1b9eb088d051cc4477aeea63866d3528dbd6d22fc1eebe7fdd2bbe459f336b3d

Observation 3e226eab-9fe3-4c15-ad75-46b181ffab68 · outbound

This paper cites In: Proceedings of the IEEE/ACM CAIN ’24.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Proceedings of the IEEE/ACM CAIN ’24

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:55.013773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.538531Z digest=sha256:515db0e9ff4b778d377fea852ef613ba184256e782221becdd8271ef5ec22e47

Observation 77b26e09-b26c-4244-abd5-c8ce85ac64f0 · outbound

This paper cites https://www.gao. gov/assets/d24106683.pdf.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices https://www.gao. gov/assets/d24106683.pdf

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:54.977616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.543874Z digest=sha256:4ec67092d88516fd094be45e63ce90e06afd93335eec8fd35f77dae76a13e3f9

Observation cb7e1840-48cc-4cd9-8f4a-022548076ae1 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:49:54.954169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.549037Z digest=sha256:abb00970b7315e3e5cc43253a03255e1649ea8d42edfe93804450f14ee3d8fc4

Observation 59e89a6b-ed56-4cc7-ae0d-d5c68838cb85 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:49:54.931011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.553502Z digest=sha256:20cefa4c2c51a9921fb91d9ad91ad134ee85d5dee0f74a5471b8b441c521c90b

Observation 4e19f8dc-1247-4294-b62e-6d84eadfec25 · outbound

This paper cites IEEE Transactions on Industrial Informatics 10(1), 3–16 (2012).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices IEEE Transactions on Industrial Informatics 10(1), 3–16 (2012)

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:54.909155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.558100Z digest=sha256:51df8ddaf899a5ddb8064b4fe72f4efbe6a6fe140f2a6a7f622d20949a107bfa

Observation d325a01e-9656-4857-acf8-87568b042646 · outbound

This paper cites an unresolved cited work.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:49:54.880181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.562599Z digest=sha256:babca4b54edcd784c26f711bfa99920979c0f975d77dc26e523a5e6945152d2c

Observation c9e04011-95a9-4d26-9ce9-76d086b408ba · outbound

This paper cites Diabetes Spectrum35(4), 398–404 (2022).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Diabetes Spectrum35(4), 398–404 (2022)

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:54.854449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.567131Z digest=sha256:34875fb163707c894123c313ea862a7a779637993ce1569f736975297139c8fc

Observation 5c55008b-eaa8-42d1-ae6f-37817c3032b1 · outbound

This paper cites Journal of Information Security and Applications 47, 302–319 (2019).

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Journal of Information Security and Applications 47, 302–319 (2019)

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:54.836003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.571691Z digest=sha256:32cebe8b231c7861bccf89dde6edb9d4058379a151b33c5b8f757951cccd4587

Observation fe0eeaa7-6105-4e27-a609-6e3fd8257c5c · outbound

This paper cites In: Proceedings of IEEE ITSC ’23.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices In: Proceedings of IEEE ITSC ’23

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:49:54.819390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.577284Z digest=sha256:cfc9d2a6b1f54d52da12eed30e55b838f6a6aaab1b0945ab9f04a1c0bc47f894

Observation 46e813fe-35c8-4c7b-abab-761ec70081c2 · outbound

This paper cites Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT.

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT

Reference 100

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T19:49:53.882024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T19:49:53.582655Z digest=sha256:e7c290aaa30abe22ea97d77d2533388c779dd83afda3bdd1610c1d05d5f13564

Pith citing papers

Observation 33cdeb86-ff25-4b44-9f59-c3006c1cbcac · inbound

SAMD: A Tool for Identifying False Data Injection Scenarios in AI/ML-enabled Medical Devices cites this paper.

SAMD: A Tool for Identifying False Data Injection Scenarios in AI/ML-enabled Medical Devices Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-06-29T07:23:13.172492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-29T07:15:45.430553Z digest=sha256:d61fd9ea1c0d6aaaace48808a58d65aa86ae2ba7aa62002e53163de2ca6a286c