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Paper Citation Record · LEDGER

Advancing Security with Digital Twins: A Comprehensive Survey

As of 17 August 2026, this Paper Citation Record lists 100 of 118 outbound references and 1 inbound Pith citation observation for arXiv:2505.17310.

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

pith.paper-citation-record.v1
2505.17310 v2

Coverage vector

measured 100 of 118 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:50:58.066770Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:37:34.099685Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T00:37:34.747348Z

Reference resolution

100 of 118 outbound references displayed

  • verified exact1
  • verified fuzzy59
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2bebc04-be8f-4472-8665-dbf89789b898 · outbound

This paper cites Anti-counterfeit techniques: From design to resign,.

Advancing Security with Digital Twins: A Comprehensive Survey Anti-counterfeit techniques: From design to resign,

Reference 1

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source=pdf_text observed=2026-08-07T14:50:48.775625Z digest=sha256:62a457b888882d07fc9a06bcae396f46ac54057de9e76ce16c849ab238a56508

Observation 020fb3a0-2593-4e59-8985-2dc95fb0b09e · outbound

This paper cites Tehranipoor, U.

Advancing Security with Digital Twins: A Comprehensive Survey Tehranipoor, U

Reference 2

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source=pdf_text observed=2026-08-07T14:50:48.870929Z digest=sha256:024ea89d3931cca4f062a5ce93eb3cae4f82e8342d7520bc65350c894e00ae91

Observation 1b66cb66-1650-4550-a313-dd64f967fb13 · outbound

This paper cites Counterfeit Integrated Circuits: A Rising Threat in the Global Semiconductor Supply Chain,.

Advancing Security with Digital Twins: A Comprehensive Survey Counterfeit Integrated Circuits: A Rising Threat in the Global Semiconductor Supply Chain,

Reference 3

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source=pdf_text observed=2026-08-07T14:50:48.974902Z digest=sha256:84e847fd9f9666d4701859396ab34dc16c4cf4119086bfb0a5e95a1144aabb33

Observation 2a8b8eff-7c27-4bce-9237-12cb939e872c · outbound

This paper cites Reward-based Blockchain Infrastructure for 3D IC Supply Chain Provenance,.

Advancing Security with Digital Twins: A Comprehensive Survey Reward-based Blockchain Infrastructure for 3D IC Supply Chain Provenance,

Reference 4

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Observation cc9ecc9d-e33e-4893-9c7c-0f83a3108163 · outbound

This paper cites A modular blockchain framework for enabling supply chain provenance,.

Advancing Security with Digital Twins: A Comprehensive Survey A modular blockchain framework for enabling supply chain provenance,

Reference 5

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Observation cc0df568-be7f-4fd3-8155-c4bda072712c · outbound

This paper cites A blockchain-based frame- work for supply chain provenance,.

Advancing Security with Digital Twins: A Comprehensive Survey A blockchain-based frame- work for supply chain provenance,

Reference 6

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source=pdf_text observed=2026-08-07T14:50:49.477099Z digest=sha256:d7dd7f99e38d1e2105b68be17097209fdb7c286c147c7ac0431a5552f5b47054

Observation 338a2770-cd08-4a95-b88d-d0108ada6333 · outbound

This paper cites Counterfeit Integrated Circuits: Detection, Avoidance, and the Challenges Ahead,.

Advancing Security with Digital Twins: A Comprehensive Survey Counterfeit Integrated Circuits: Detection, Avoidance, and the Challenges Ahead,

Reference 7

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source=pdf_text observed=2026-08-07T14:50:49.627226Z digest=sha256:cb1b7cedce438fc90c7e1abb69183fbbbff83683f9995ca2d282e97bf9e1dfc2

Observation 6e57578c-688e-4e03-b5e0-b4f02817fb27 · outbound

This paper cites Hardware information flow tracking,.

Advancing Security with Digital Twins: A Comprehensive Survey Hardware information flow tracking,

Reference 8

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source=pdf_text observed=2026-08-07T14:50:49.721202Z digest=sha256:86b0515850faea78338edf3c56ca24c116a8a92e7718da1656af632c6a1b019d

Observation 786cd4ae-2c3e-46f7-864b-61f428ad6a62 · outbound

This paper cites Formal security verification of third party intellectual property cores for information leakage,.

Advancing Security with Digital Twins: A Comprehensive Survey Formal security verification of third party intellectual property cores for information leakage,

Reference 9

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Observation da980cb7-6a1a-4115-9af5-1c33fc8e9101 · outbound

This paper cites Beware of Discarding Used SRAMs: Information is Stored Permanently,.

Advancing Security with Digital Twins: A Comprehensive Survey Beware of Discarding Used SRAMs: Information is Stored Permanently,

Reference 10

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source=pdf_text observed=2026-08-07T14:50:49.890259Z digest=sha256:588caad4d5fb673aeb4fef2a97c0bc20b893ebf7f582223ba5eacc4af6980474

Observation 59061d0a-475f-4625-b141-67ad9a100030 · outbound

This paper cites Trustworthy hardware: Identifying and classifying hardware trojans,.

Advancing Security with Digital Twins: A Comprehensive Survey Trustworthy hardware: Identifying and classifying hardware trojans,

Reference 11

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source=pdf_text observed=2026-08-07T14:50:49.956939Z digest=sha256:159798914d5f23c2facfb548cc680724991b50b6cfcffb313d63066c4a5ff413

Observation faedd92d-55d5-4275-80e2-a1fa0b692522 · outbound

This paper cites Survey of Recent Developments for Hardware Trojan Detection,.

Advancing Security with Digital Twins: A Comprehensive Survey Survey of Recent Developments for Hardware Trojan Detection,

Reference 12

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source=pdf_text observed=2026-08-07T14:50:50.010579Z digest=sha256:ad225cb398408b744a3689f871ffb33f0d6e3e9887a6b49b2555079df2f3463b

Observation 2349e245-8f9e-4677-9b08-6c101503a24c · outbound

This paper cites Integrated circuit authen- tication,.

Advancing Security with Digital Twins: A Comprehensive Survey Integrated circuit authen- tication,

Reference 13

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source=pdf_text observed=2026-08-07T14:50:50.112215Z digest=sha256:5ecffc2446ab01cdf2e35a9ce5f649982e5ef972870814f42c5aa8d76ae0bc69

Observation 1b4414d6-0a02-4fa9-9619-72636507c580 · outbound

This paper cites Differential power analysis,.

Advancing Security with Digital Twins: A Comprehensive Survey Differential power analysis,

Reference 14

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source=pdf_text observed=2026-08-07T14:50:50.196133Z digest=sha256:9f5a24da9eb0bb2f89ab6dcc65f7b5dad7cdb2ae32ed62056086df9f69f90d25

Observation 38df342d-cc01-4f73-a5e0-5f3f33a1b195 · outbound

This paper cites Introduction to side-channel attacks,.

Advancing Security with Digital Twins: A Comprehensive Survey Introduction to side-channel attacks,

Reference 15

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source=pdf_text observed=2026-08-07T14:50:50.293473Z digest=sha256:c4ffc2d374ee21a7d54884b17eddacb54fdea8f83709a29ca0262ac4d1546527

Observation df2f3a43-b498-485d-a0a1-a7e099ff1ea8 · outbound

This paper cites Leakage assessment methodology: A clear roadmap for side-channel evaluations,.

Advancing Security with Digital Twins: A Comprehensive Survey Leakage assessment methodology: A clear roadmap for side-channel evaluations,

Reference 16

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Observation cfcbb17c-8f82-4b0b-94bd-0a1da0aed802 · outbound

This paper cites Introduction to hardware security,.

Advancing Security with Digital Twins: A Comprehensive Survey Introduction to hardware security,

Reference 17

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source=pdf_text observed=2026-08-07T14:50:50.445399Z digest=sha256:b41ea9c54b413302d165f56a8630f63fef21c3c6673bb17a82b3dc91c111750e

Observation ca00baa5-7014-4fad-b639-8f9f0c5792dc · outbound

This paper cites Digital Twin for Secure Semiconductor Lifecycle Management: Prospects and Applications.

Advancing Security with Digital Twins: A Comprehensive Survey Digital Twin for Secure Semiconductor Lifecycle Management: Prospects and Applications

Reference 18

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:50.524484Z digest=sha256:572eb6fdcbcccb748d250b6b2cb241358051bfb559d4ebacd74dcfe1a2c203ac

Observation 0d407476-6af2-4301-a530-856f6cb93342 · outbound

This paper cites Digital twins for cyber-physical systems security: State of the art and outlook,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twins for cyber-physical systems security: State of the art and outlook,

Reference 19

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source=pdf_text observed=2026-08-07T14:50:50.621742Z digest=sha256:5d707e91ba6d9393ac6bcaeb6383388dfdce3d5e37d85e150c2dd1bdb20a8ef7

Observation c2010922-6cc3-4f80-b415-ae8cbccbdab7 · outbound

This paper cites Digital twin for cybersecurity incident prediction: A multivocal literature review,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin for cybersecurity incident prediction: A multivocal literature review,

Reference 20

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source=pdf_text observed=2026-08-07T14:50:50.722298Z digest=sha256:6309a70a461f0c1d1049f472f06153a8bc5f3535608e32d369b2b4c71d3532d6

Observation 94653435-4f89-4402-8c23-2af3b4c50190 · outbound

This paper cites Systematic literature review: Digital twins’ role in enhancing security for industry 4.0 applications,.

Advancing Security with Digital Twins: A Comprehensive Survey Systematic literature review: Digital twins’ role in enhancing security for industry 4.0 applications,

Reference 21

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source=pdf_text observed=2026-08-07T14:50:50.843078Z digest=sha256:8dc89320084b08e22940432ff2f631469ed1ea4afc1aba8b34142aea7505bb5d

Observation 0424c987-fd2d-4de4-b11b-f72c8c69db79 · outbound

This paper cites Digital twin: Values, challenges and enablers from a modeling perspective,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin: Values, challenges and enablers from a modeling perspective,

Reference 22

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source=pdf_text observed=2026-08-07T14:50:50.916397Z digest=sha256:8faaf12be6454bd44772f1adee87a69589d7e5d2e4417aa3197c1e9bf1a28bd5

Observation 8d2ab6f4-98a8-4408-bda9-35ced8050dfb · outbound

This paper cites The role of ai, machine learning, and big data in digital twinning: A systematic literature review, challenges, and opportunities,.

Advancing Security with Digital Twins: A Comprehensive Survey The role of ai, machine learning, and big data in digital twinning: A systematic literature review, challenges, and opportunities,

Reference 23

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source=pdf_text observed=2026-08-07T14:50:50.985663Z digest=sha256:d4bd89ab41a5c82b8a493effb645ee2dd1918094a0de339f81cbd94e663236cb

Observation 9354c252-9f40-4b9e-826c-746301c2afd2 · outbound

This paper cites Blockchain-based data management for digital twin of product,.

Advancing Security with Digital Twins: A Comprehensive Survey Blockchain-based data management for digital twin of product,

Reference 24

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source=pdf_text observed=2026-08-07T14:50:51.069612Z digest=sha256:ebbffcd15b6a4376c33652dad5ae8e60ce3d8bb5d43d14833b16d2f8c99a8438

Observation 01a40687-5608-490b-a045-a08b2681cb5e · outbound

This paper cites Ethertwin: Blockchain- based secure digital twin information management,.

Advancing Security with Digital Twins: A Comprehensive Survey Ethertwin: Blockchain- based secure digital twin information management,

Reference 25

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source=pdf_text observed=2026-08-07T14:50:51.144058Z digest=sha256:3ec33100dc3e49fa6f64183a0261283865a8adf8068c85e8dd615e5ca7533026

Observation 7f8b1a28-a26f-4aa8-8da4-f288c891cdf7 · outbound

This paper cites On the design of a privacy-preserving communication scheme for cloud-based digital twin environments using blockchain,.

Advancing Security with Digital Twins: A Comprehensive Survey On the design of a privacy-preserving communication scheme for cloud-based digital twin environments using blockchain,

Reference 26

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source=pdf_text observed=2026-08-07T14:50:51.232583Z digest=sha256:52b633c8c3af7fdd047e995fe978031d3c2b7dde482f8a84ca6225bd20f44251

Observation 56b49b7f-845b-4bf8-8cc1-a89138cbcb7f · outbound

This paper cites Unlocking Hardware Security Assurance: The Potential of LLMs.

Advancing Security with Digital Twins: A Comprehensive Survey Unlocking Hardware Security Assurance: The Potential of LLMs

Reference 27

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source=pdf_text observed=2026-08-07T14:50:51.311575Z digest=sha256:6eab3f99815d782f4b91cb94df5be51c8f34646ff637247f469fab9fb647c66b

Observation 51b9ffc5-faeb-42c8-84da-01086d616316 · outbound

This paper cites Llm4sechw: Lever- aging domain-specific large language model for hardware debugging,.

Advancing Security with Digital Twins: A Comprehensive Survey Llm4sechw: Lever- aging domain-specific large language model for hardware debugging,

Reference 28

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source=pdf_text observed=2026-08-07T14:50:51.479670Z digest=sha256:46452790a3c29c3a22cc7df80c3fd5c55b83ffb94ce611025107a4babf5164cd

Observation f3902d62-be99-47cb-8275-db444624a9a2 · outbound

This paper cites Digital twin- driven product design, manufacturing and service with big data,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin- driven product design, manufacturing and service with big data,

Reference 29

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source=pdf_text observed=2026-08-07T14:50:51.593756Z digest=sha256:7274f06dd9869b026212b6c22c1092386c8a6325b8ff42179d541eb665822f8d

Observation 07a1b99b-4a12-4d09-9aa5-ed13d0a0f470 · outbound

This paper cites The digital twin paradigm for future nasa and us air force vehicles,.

Advancing Security with Digital Twins: A Comprehensive Survey The digital twin paradigm for future nasa and us air force vehicles,

Reference 30

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source=pdf_text observed=2026-08-07T14:50:51.693688Z digest=sha256:aafc095ec4d455487daeea24eff28fcab0e6085e07cf9f9f55779828293f7d85

Observation 8579b9eb-71a9-4e11-850b-b617abeacb9f · outbound

This paper cites Grieves,Virtually perfect: driving innovative and lean products through product lifecycle management, vol.

Advancing Security with Digital Twins: A Comprehensive Survey Grieves,Virtually perfect: driving innovative and lean products through product lifecycle management, vol

Reference 31

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source=pdf_text observed=2026-08-07T14:50:51.787690Z digest=sha256:96cc9e21980ce899d9a4c6ac25f8a5d1a8448d251781318649f7ec884feae081

Observation 7a05a452-35b6-4ef8-b87e-a664bd686946 · outbound

This paper cites Product lifecycle management: driving the next generation of lean thinking,.

Advancing Security with Digital Twins: A Comprehensive Survey Product lifecycle management: driving the next generation of lean thinking,

Reference 32

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source=pdf_text observed=2026-08-07T14:50:51.873045Z digest=sha256:6fe096faabcdd810c70af60b20346493f373da46fe1a4ea96ef40f63afb68f85

Observation c667ce4b-77df-49f3-843e-ad3afb566398 · outbound

This paper cites Design a digital twin sensors system using cgan-lstm for greenhouse climate control,.

Advancing Security with Digital Twins: A Comprehensive Survey Design a digital twin sensors system using cgan-lstm for greenhouse climate control,

Reference 33

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source=pdf_text observed=2026-08-07T14:50:51.973473Z digest=sha256:1b7b95b512e70caded582844d7e361f282dc7aba65e4ceeeb965e0c1bf5d1db3

Observation 8fde9f3f-250b-4006-b537-413b6cc7fe39 · outbound

This paper cites Introducing digi- tal twins to agriculture,.

Advancing Security with Digital Twins: A Comprehensive Survey Introducing digi- tal twins to agriculture,

Reference 34

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source=pdf_text observed=2026-08-07T14:50:52.051093Z digest=sha256:0703150434b1f1740f72b291ef82259d09532537048dde81b84885ed9715d7e0

Observation 3bc663a0-89de-4d9f-ac91-b2cd4d645282 · outbound

This paper cites Agrilora: a digital twin framework for smart agriculture.,.

Advancing Security with Digital Twins: A Comprehensive Survey Agrilora: a digital twin framework for smart agriculture.,

Reference 35

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source=pdf_text observed=2026-08-07T14:50:52.127394Z digest=sha256:5872168986d78100e9bd88678217400a352b8ab63324b913a7264a712129d58f

Observation c11aa891-8075-4881-9b98-9122806019f3 · outbound

This paper cites A novel cloud-based framework for the elderly healthcare services using digital twin,.

Advancing Security with Digital Twins: A Comprehensive Survey A novel cloud-based framework for the elderly healthcare services using digital twin,

Reference 36

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source=pdf_text observed=2026-08-07T14:50:52.228292Z digest=sha256:ad4521ed4bce9fbd21ac5851bb93fad569e5a02694a93ff2448bc2f4e44b7324

Observation 06ecda77-19fd-4649-ace8-4df150339c90 · outbound

This paper cites A digital-twin-assisted fault diagnosis using deep transfer learning,.

Advancing Security with Digital Twins: A Comprehensive Survey A digital-twin-assisted fault diagnosis using deep transfer learning,

Reference 37

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source=pdf_text observed=2026-08-07T14:50:52.325180Z digest=sha256:edb99777c38bb5a37bbf4845d71baed38d23117197bac83e95c4f999566a3573

Observation 963282d4-558b-4cfc-a7a1-c218aca6fbf7 · outbound

This paper cites Deep digital twins for detection, diagnostics and prognostics,.

Advancing Security with Digital Twins: A Comprehensive Survey Deep digital twins for detection, diagnostics and prognostics,

Reference 38

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source=pdf_text observed=2026-08-07T14:50:52.422808Z digest=sha256:7aaf1ca60d2862031269913e284a99f95a8956d172e234d573af6e09fdeef953

Observation bde4db08-d1ce-445c-b2cf-953c287e13cf · outbound

This paper cites Digital twin in healthcare: What it is, what it does,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin in healthcare: What it is, what it does,

Reference 39

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unresolved
no resolver link, observed 2026-08-07T14:50:52.516786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:50:52.516786Z digest=sha256:a559e7f16c72021d94a66700afad79bf35b566a29df5e967c5c07cdeb15af284

Observation e505084b-9ca4-4f3f-bb6b-b494bd88cfcd · outbound

This paper cites Apollo 13: The first digital twin,.

Advancing Security with Digital Twins: A Comprehensive Survey Apollo 13: The first digital twin,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:50:52.599909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:50:52.599909Z digest=sha256:7ec4f4f0d9c6adde20c34d60c316232db3455007eb1b72dc02c4fc75e36c4d44

Observation d1944836-db99-4c90-9f42-7730b8927642 · outbound

This paper cites Digital twins and living models at nasa,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twins and living models at nasa,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:13.853758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:52.699438Z digest=sha256:70b9237a3e7e532372f3afb0e7caade41391f7bc6f043e42c9afa2e7a5d56c41

Observation 9241e652-eebb-4c35-9afe-4bc30c6aca41 · outbound

This paper cites Technology area 12: Materials, structures, mechanical systems, and manufacturing road map,.

Advancing Security with Digital Twins: A Comprehensive Survey Technology area 12: Materials, structures, mechanical systems, and manufacturing road map,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:13.481968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:52.792818Z digest=sha256:5ff90923a22c75aabb60fc4a660a51e4f4bb1bb54d2face4a47e9869ab32bf91

Observation 6f54aac8-64b9-4293-b02a-cce36aefa315 · outbound

This paper cites Reengineering aircraft structural life prediction using a digital twin,.

Advancing Security with Digital Twins: A Comprehensive Survey Reengineering aircraft structural life prediction using a digital twin,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:13.265486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:52.845408Z digest=sha256:5f578a02de9061487669fddb39d17f3f8154c8bd0829b2e747cc2a88f97de880

Observation 1a62e7c2-28bc-440d-9155-74625bc553ce · outbound

This paper cites Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:12.993273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:52.928145Z digest=sha256:510b85291e48a7386e430aa2966b6571e9859f1957c22793b2fe1d5c733412ca

Observation 27d312f9-3e9d-40bb-9cb7-cc8ac71fb2fc · outbound

This paper cites Digital twins: past, present, and future,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twins: past, present, and future,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:12.636662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.027264Z digest=sha256:692bdeca7297db2641f5b3ee0449118492ce32c7b764b88772536945e31f1d61

Observation 76a891f0-ca7f-490e-8ab7-03af3b85a60f · outbound

This paper cites Science & Tech Spotlight: Digital Twins—Virtual Models of People and Objects,.

Advancing Security with Digital Twins: A Comprehensive Survey Science & Tech Spotlight: Digital Twins—Virtual Models of People and Objects,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:12.438657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.100840Z digest=sha256:c118f2a7f8f49b541f1beac328dacf84437d6cbcf16540a8992ce738959b8c2f

Observation 251b4d5b-7e8e-4381-8c01-2bb6180876ca · outbound

This paper cites Design, modeling and implementa- tion of digital twins,.

Advancing Security with Digital Twins: A Comprehensive Survey Design, modeling and implementa- tion of digital twins,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:12.187008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.178771Z digest=sha256:c5baed1d2d9c9da1f0dedabd1ab60141479e3b8ec51daeff89a2f60e402285de

Observation 631a6e5b-e797-4342-a765-e5d2a43b47d8 · outbound

This paper cites Integrating scientific knowledge with machine learning for engineering and envi- ronmental systems,.

Advancing Security with Digital Twins: A Comprehensive Survey Integrating scientific knowledge with machine learning for engineering and envi- ronmental systems,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:12.007679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.271368Z digest=sha256:8370748aaae8ef7f6642c7ced9a6e6fb4357698af836635994bedb3c9cdc7eb3

Observation e6221bed-470e-4603-b333-e045602e8522 · outbound

This paper cites A probabilistic graphical model foundation for enabling predictive digital twins at scale,.

Advancing Security with Digital Twins: A Comprehensive Survey A probabilistic graphical model foundation for enabling predictive digital twins at scale,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:11.873903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.371348Z digest=sha256:19b272b560a02a88489f8ed2e53387580ee9beff3280283fe4fa3c13e7bd27c6

Observation 9635c514-09c0-4c38-8c40-bd57040a45c7 · outbound

This paper cites Digital twins: A survey on enabling technologies, challenges, trends and future prospects,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twins: A survey on enabling technologies, challenges, trends and future prospects,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:11.746494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.458611Z digest=sha256:0c1f3377b88379cf29b6bfd5c7322d3e232564c01a3ffc6105dd470a3081b556

Observation b3e451e1-cb47-4e34-ac77-f891f2fb8cf1 · outbound

This paper cites Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:11.615286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.558325Z digest=sha256:4b58683fcef41f461d3440613db0691605a31d2850ea262f9f23dd2bd50c8a6f

Observation bf01eecd-9e53-4f22-8e6e-650282c94673 · outbound

This paper cites Data- driven digital twins for monitoring the health and performance of con- verters,.

Advancing Security with Digital Twins: A Comprehensive Survey Data- driven digital twins for monitoring the health and performance of con- verters,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:11.480114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.657109Z digest=sha256:2a0b2306f4d7b996ccba0830811c18d15a55251e1f46e3824b0b0bda3f0bef58

Observation 2c9fc6bf-ab01-4d50-a25a-22c95955827e · outbound

This paper cites Digital twin workshop: a new paradigm for future workshop,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin workshop: a new paradigm for future workshop,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:11.313134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.774688Z digest=sha256:6a4a0802d80dbe495fafaa0d6fdc10e3f358e87a551c66aeaa1ff5b9dc422b6d

Observation 7ff00772-1574-4bc3-8ef9-4124e077a347 · outbound

This paper cites Case study for design optimization using the digital twin approach,.

Advancing Security with Digital Twins: A Comprehensive Survey Case study for design optimization using the digital twin approach,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:11.174625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.873957Z digest=sha256:460525c9607243f52848c5fc6f09506d883a21a47e3354a1a9ad2c9eaa0865d9

Observation b904a8a6-048f-403e-8683-28633320aff3 · outbound

This paper cites The use of digital twin for predictive maintenance in manufacturing,.

Advancing Security with Digital Twins: A Comprehensive Survey The use of digital twin for predictive maintenance in manufacturing,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:11.021046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.939643Z digest=sha256:4eb5e28cdc9a49fa4f7d2e1674145ae384b71dd83e65f45a1528d654ca181d4d

Observation 18dc43a6-48dc-4368-bc61-fac2451dd7f0 · outbound

This paper cites The design of a digital-twin for predictive maintenance,.

Advancing Security with Digital Twins: A Comprehensive Survey The design of a digital-twin for predictive maintenance,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:10.872937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:53.974501Z digest=sha256:17241b630cc839b07622c9182f0b335407b81bae4064d9ba5167442168bff26f

Observation 147f44e6-2e4a-416f-9dbf-a31b22476433 · outbound

This paper cites Digital twin–driven aero- engine intelligent predictive maintenance,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin–driven aero- engine intelligent predictive maintenance,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:10.703999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.038879Z digest=sha256:c2ed33a3fbdd32dc321395c18f91dd10745dcba5bef7efc7a279ac1f4b14a1f8

Observation f63f3feb-fdc8-4f0c-8459-e5a0d4b55493 · outbound

This paper cites A digital twin approach for fault diagnosis in distributed photovoltaic systems,.

Advancing Security with Digital Twins: A Comprehensive Survey A digital twin approach for fault diagnosis in distributed photovoltaic systems,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:10.582592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.113412Z digest=sha256:9f301287b6d62952589fc5523cc1728ebb5ae76e2aaebde14aa85ad5da964c06

Observation 175167e8-c69c-4611-954c-803a2ba6709e · outbound

This paper cites Monitoring and control systems in agriculture using intelligent sensor techniques: A review of the aeroponic system,.

Advancing Security with Digital Twins: A Comprehensive Survey Monitoring and control systems in agriculture using intelligent sensor techniques: A review of the aeroponic system,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:10.429917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.197219Z digest=sha256:c34e141c7db02a6b25f9bd6c633575d4ac72a4196a6da343072c11dbd52ca33f

Observation bcaafc87-2b66-45fd-807a-11c6cdcc2228 · outbound

This paper cites Dynamical approach for real-time monitoring of agricultural crops,.

Advancing Security with Digital Twins: A Comprehensive Survey Dynamical approach for real-time monitoring of agricultural crops,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:10.229924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.285518Z digest=sha256:8036988850e29eacc2326d48a8b2dce0dd19bea58c233fdb80ca3e193339dc05

Observation 11e7310a-fd01-4b06-9ba6-974791eaea15 · outbound

This paper cites Digital twin for the future of orchard production systems,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin for the future of orchard production systems,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:10.042542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.381566Z digest=sha256:e43621c7a67e657770235f643682b25a1162c9ddd50690c4b7413b1525255255

Observation 43694ad6-4988-4c5c-a85f-2c89c9a7d0fd · outbound

This paper cites A digital twin architecture to optimize productivity within controlled environment agriculture,.

Advancing Security with Digital Twins: A Comprehensive Survey A digital twin architecture to optimize productivity within controlled environment agriculture,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:09.868286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.506161Z digest=sha256:9eb22a9bc33773673d4ded7d2b9ce96ae61a9861403c696da2b6fad4a517afdb

Observation 187d216a-05a1-4ddd-817a-d179eff9e1d0 · outbound

This paper cites The use of high-performance fatigue mechanics and the extended kalman/particle filters, for diagnostics and prognostics of aircraft struc- tures,.

Advancing Security with Digital Twins: A Comprehensive Survey The use of high-performance fatigue mechanics and the extended kalman/particle filters, for diagnostics and prognostics of aircraft struc- tures,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:09.692533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.603806Z digest=sha256:4e48b45b16ee19094c9346bef9e95c948f0755fbfd5e1f846ff42bba6f43cd95

Observation 962395be-1571-44c1-9ee2-c7072344ccaf · outbound

This paper cites Digital system and method for managing a wind farm having plurality of wind turbines coupled to power grid,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital system and method for managing a wind farm having plurality of wind turbines coupled to power grid,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:09.507057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.725983Z digest=sha256:449c8970da02fe200707bd99d04935599b27d66aefc6a903d322f194b883820c

Observation 82d6f3b9-d111-4e5b-8124-9ca6d51a1f62 · outbound

This paper cites Digital twin models of power electronic converters using dynamic neural networks,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin models of power electronic converters using dynamic neural networks,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:09.339252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.806991Z digest=sha256:95f4957b7bf61a86df1b8959b01b1edfb771d9fa414f931bfc29cca6680b0bb0

Observation e647ccb8-ae28-413d-abed-2a4cdd0a5141 · outbound

This paper cites On the implementation of iot-based digital twin for networked microgrids resiliency against cyber attacks,.

Advancing Security with Digital Twins: A Comprehensive Survey On the implementation of iot-based digital twin for networked microgrids resiliency against cyber attacks,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:09.198508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.904583Z digest=sha256:664c5d51b3fda23981bbd2522530e938ae34e5792bf881593c11fafe06f72af7

Observation a3cedfe1-afc2-45bd-8b8c-7622994cdc1c · outbound

This paper cites Iot-based digital twin for energy cyber-physical systems: design and implementation,.

Advancing Security with Digital Twins: A Comprehensive Survey Iot-based digital twin for energy cyber-physical systems: design and implementation,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:09.055769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:54.977551Z digest=sha256:b17d75a97ca9d83fcc75a3f23a354d23028324b0230c49ff228696d9b56d8bcf

Observation 859cdcee-559d-45b5-951c-640906ced036 · outbound

This paper cites Digital twin and its application in power system,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin and its application in power system,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:08.918781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.096636Z digest=sha256:fcb59e19e24cf4532f22ad4b874859ce0935935cc5d85948b53a5634bcc4d2dc

Observation 376ad759-7fcf-4127-b302-41ee52d284dd · outbound

This paper cites Parameter tuning for dynamic digital twins in inverter-dominated distribution grid,.

Advancing Security with Digital Twins: A Comprehensive Survey Parameter tuning for dynamic digital twins in inverter-dominated distribution grid,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:08.718080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.184103Z digest=sha256:da2de3dcac447238515ff5d6064017ab2d0242ca7338554c10a8f710ec1525e3

Observation 8b1656d9-1d95-44e8-9d15-99d42ed07279 · outbound

This paper cites Data-centric hierarchical distributed model predictive control for smart grid energy management,.

Advancing Security with Digital Twins: A Comprehensive Survey Data-centric hierarchical distributed model predictive control for smart grid energy management,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:08.555176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.257926Z digest=sha256:98bca186ac683a9767dd637d0ad9b6a967c1aa833782d7351949f5d5bd19240a

Observation 58674a09-b81f-4390-a77a-2b110ef8da89 · outbound

This paper cites The digital twin revolution in healthcare,.

Advancing Security with Digital Twins: A Comprehensive Survey The digital twin revolution in healthcare,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:08.364053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.345489Z digest=sha256:d2ed2556ed4a9319bb773dd36929078d935f7d2db3896626e90f14dfa8319a30

Observation 22567771-845e-4aac-b59b-f4f3b586ec0a · outbound

This paper cites Exploring the revolution in healthcare systems through the applications of digital twin technology,.

Advancing Security with Digital Twins: A Comprehensive Survey Exploring the revolution in healthcare systems through the applications of digital twin technology,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:08.226813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.423839Z digest=sha256:77528b98132e50a35e79a26d5eb98d2090c12342ac6d71b7eba918cb23931dd9

Observation 4d55dfc7-96eb-4739-b27d-cf831a8d6d60 · outbound

This paper cites Digital twin empowered wireless healthcare monitoring for smart home,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin empowered wireless healthcare monitoring for smart home,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:08.040888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.500149Z digest=sha256:534065026ef1e370cf2bbda4161acc69500a081d0075d6db5dc84ac839dc8616

Observation 90e2cf67-55a5-43ca-b97b-cb334b5083b9 · outbound

This paper cites A blockchain-enabled secure digital twin framework for early botnet detection in iiot environment,.

Advancing Security with Digital Twins: A Comprehensive Survey A blockchain-enabled secure digital twin framework for early botnet detection in iiot environment,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:07.872161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.581128Z digest=sha256:a0fb451b0b638f9da4b43870de4b238281b03caf489ffad78d1e37bd35f6b900

Observation a9bc846e-5f75-4f3a-b163-e6644ba23383 · outbound

This paper cites Cyberfactory# 1—securing the industry 4.0 with cyber-ranges and digital twins,.

Advancing Security with Digital Twins: A Comprehensive Survey Cyberfactory# 1—securing the industry 4.0 with cyber-ranges and digital twins,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:07.696866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.644450Z digest=sha256:33a20e3181f03326d6943c5eb576dac7506c70ee5eee99c6412cb807b778029b

Observation 3d3d0f04-9742-46ce-bd86-7d4ee1d30a35 · outbound

This paper cites A framework for an indoor safety management system based on digital twin,.

Advancing Security with Digital Twins: A Comprehensive Survey A framework for an indoor safety management system based on digital twin,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:07.553442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.696034Z digest=sha256:cc3f7597a4c0b30611bc3ccd665ced7fbc3ce08dfd41886d56beed7c015959ac

Observation 9c727338-0cf3-4009-9811-dd2d2dc8ddb0 · outbound

This paper cites Dig- ital twin for safety and security: Perspectives on building lifecycle,.

Advancing Security with Digital Twins: A Comprehensive Survey Dig- ital twin for safety and security: Perspectives on building lifecycle,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:07.385467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.768923Z digest=sha256:23fc9399ebe1b019792a1e41b4c860b981d85ce5f206a464cdaafc99b112d2be

Observation 8979b778-3428-4714-a36f-1dfaaa117554 · outbound

This paper cites Re-design of smart homes with digital twins,.

Advancing Security with Digital Twins: A Comprehensive Survey Re-design of smart homes with digital twins,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:07.124016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.836896Z digest=sha256:ddf3f81b78a944be246cc57f095d60b4d9703705f362f4309ed6e15abd5a3359

Observation aa5b383f-9142-4818-8855-88c2fb4fe4f7 · outbound

This paper cites A digital twin architecture model applied with mlops techniques to improve short-term energy consumption prediction,.

Advancing Security with Digital Twins: A Comprehensive Survey A digital twin architecture model applied with mlops techniques to improve short-term energy consumption prediction,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:06.926406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:55.929782Z digest=sha256:d4091bee852a30793b51e82b093cdeaae9caa952ab4a7d89fa1db1b4cda32c81

Observation 29f10048-96a5-4302-a460-4ab6855bf05d · outbound

This paper cites A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance,.

Advancing Security with Digital Twins: A Comprehensive Survey A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:06.697761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.006786Z digest=sha256:536c46d69dc46a63bc84516e528f4feb49f551a677457f8b59fde931971dba1c

Observation dbd67367-5c7f-41b4-8cb8-c485b084de42 · outbound

This paper cites Reinforcement learning-based energy management system enhancement using digital twin for electric vehicles,.

Advancing Security with Digital Twins: A Comprehensive Survey Reinforcement learning-based energy management system enhancement using digital twin for electric vehicles,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:06.430512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.101996Z digest=sha256:ba4559109c39796ef84bc554f1f30bca05559068f7d5b3179a760d8f17bbd621

Observation 046d699a-25c2-4be4-8a1c-88c746e17bd8 · outbound

This paper cites Health monitoring and prognosis of electric vehicle motor using intelligent-digital twin,.

Advancing Security with Digital Twins: A Comprehensive Survey Health monitoring and prognosis of electric vehicle motor using intelligent-digital twin,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:06.235551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.197604Z digest=sha256:ef20b412d22e3973c0b2ee49535cf3ab4b429e10b63994f8f807f713de15b50c

Observation 5db6a81f-ed93-4029-8e20-3024467fa48f · outbound

This paper cites A digital twin in trans- portation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics,.

Advancing Security with Digital Twins: A Comprehensive Survey A digital twin in trans- portation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:06.074515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.295319Z digest=sha256:b33d14125a91a219ffb68aa0c0fdcfa16da4c0df8755135a3e9b8a2c45d57359

Observation 8a772a4a-53d6-48cd-9219-c2a7418aa557 · outbound

This paper cites Detec- tion of malicious node in vanets using digital twin,.

Advancing Security with Digital Twins: A Comprehensive Survey Detec- tion of malicious node in vanets using digital twin,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:05.829973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.369834Z digest=sha256:08f34814ae7a85a7267952376be982dd46d2345d4c043404307fca555c02c019

Observation 35d7a0f7-32df-4a4c-b4d7-0918969f9618 · outbound

This paper cites Tesla’s digital twins,.

Advancing Security with Digital Twins: A Comprehensive Survey Tesla’s digital twins,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:05.593637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.442730Z digest=sha256:5d75a317e86ddf5fde93a42fe995581e7612ded3fd212e9543ed65541eba8d20

Observation 160f0321-43be-43db-9ec5-8e41c6423b58 · outbound

This paper cites Towards security-aware virtual environ- ments for digital twins,.

Advancing Security with Digital Twins: A Comprehensive Survey Towards security-aware virtual environ- ments for digital twins,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:05.393880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.497318Z digest=sha256:2e6b9133b503a485f457b21a90657f89ec652a2c2a4ae52eda1c71ac852a875c

Observation 353484b3-59c7-4177-af63-8b66e5789ed0 · outbound

This paper cites Leveraging ai-enabled digital twins to combat counterfeit brands,.

Advancing Security with Digital Twins: A Comprehensive Survey Leveraging ai-enabled digital twins to combat counterfeit brands,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:05.191580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.551404Z digest=sha256:36e3eeae6615b713cf0e0ade0a0425f7c2784734ea363ac65f2d0ddf2b2c8c3f

Observation 0ed42500-edad-4386-8665-91223ec29414 · outbound

This paper cites Enhancing thermal security of 3d-sip systems through thermal digital twin (tdt),.

Advancing Security with Digital Twins: A Comprehensive Survey Enhancing thermal security of 3d-sip systems through thermal digital twin (tdt),

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:05.016087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.612061Z digest=sha256:383a4b5514e369e1c19eae99c8a6cdbfd3793f4db1ff5b1da669183a7fd2f31f

Observation f8ed315d-94bf-4d15-8f90-a91f534051e5 · outbound

This paper cites Augmented reality and the digital twin: State-of-the-art and perspectives for cybersecurity,.

Advancing Security with Digital Twins: A Comprehensive Survey Augmented reality and the digital twin: State-of-the-art and perspectives for cybersecurity,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:04.803325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.678019Z digest=sha256:fdaff0b7220957b2bc78b151eb463c2ae0a8fc769bc8904746857a850652359c

Observation 56d55b6e-3cd9-4a87-adc5-8121be876fb9 · outbound

This paper cites Explain- able ai for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects,.

Advancing Security with Digital Twins: A Comprehensive Survey Explain- able ai for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:04.525406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.767367Z digest=sha256:25cb427bed111517cc46d5009db3a44f17dacfc4a8980470e82f5904fa6d9b0c

Observation cdd96333-3f14-4120-a5be-09b093cf6d1a · outbound

This paper cites Digital twins for security automation,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twins for security automation,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:04.301477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.831233Z digest=sha256:f51b2601215c2ee6e2a6a1b19d15ce3a5e39267d9ebecff92f760a812b2a5dfa

Observation b964f7a0-98da-4c3b-8a45-f9eab4637ddc · outbound

This paper cites Unleashing the digital twin’s potential for ics security,.

Advancing Security with Digital Twins: A Comprehensive Survey Unleashing the digital twin’s potential for ics security,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:04.132148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.834816Z digest=sha256:a9f7f6d858dfd23ccab8c5ad5d941d1dcf29a36af994d4e00acb2807e2f6bbc3

Observation 7948e496-ff82-462f-a842-ea7eba380846 · outbound

This paper cites Real-time digital twin of residential energy storage system for cyber-security study,.

Advancing Security with Digital Twins: A Comprehensive Survey Real-time digital twin of residential energy storage system for cyber-security study,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:03.976312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:56.906791Z digest=sha256:a8d29df4f837ce6570ec6248e4267e32a156b484044c6b942c2c3a8bd3b47cc4

Observation 97bea25d-117c-4d1b-9a00-e66b10f4d896 · outbound

This paper cites Integrating digital twin security simulations in the security operations center,.

Advancing Security with Digital Twins: A Comprehensive Survey Integrating digital twin security simulations in the security operations center,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:03.811863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:57.067908Z digest=sha256:5d945115d5ca4d61ab88eaa7d5099b1bdf0c46460b63a31b275c1f8ec0c49b0d

Observation 4f1ceb6f-f102-4a19-9416-299e55e49f64 · outbound

This paper cites Intrusion detection in digital twins for industrial control systems,.

Advancing Security with Digital Twins: A Comprehensive Survey Intrusion detection in digital twins for industrial control systems,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:03.673224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:57.230479Z digest=sha256:8a3c0e496f990257771d149ceaefcb0291cf111230381cbe1929c424f1d135c9

Observation d5a454eb-f117-4d0e-af52-f5cf994454e7 · outbound

This paper cites Digital twin-based cyber-attack detection framework for cyber-physical man- ufacturing systems,.

Advancing Security with Digital Twins: A Comprehensive Survey Digital twin-based cyber-attack detection framework for cyber-physical man- ufacturing systems,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:03.555214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:57.370311Z digest=sha256:a0c6a7a1dc5eea7ba69ab2105cd9769b0e910ce14ec93624e352434657ec4be3

Observation cf65be2e-249c-4e0c-9b5b-8d42ba26e9ee · outbound

This paper cites Leveraging digital twins and intrusion detection systems for enhanced security in iot-based smart city infrastructures,.

Advancing Security with Digital Twins: A Comprehensive Survey Leveraging digital twins and intrusion detection systems for enhanced security in iot-based smart city infrastructures,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:03.370367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:57.508132Z digest=sha256:3b7508932d3e163d316fb015fdb899af6efceb471afcfd9078f2cc13fc770b74

Observation d07dfc19-1274-44a6-9f71-c03543348c92 · outbound

This paper cites A digital twin based industrial au- tomation and control system security architecture,.

Advancing Security with Digital Twins: A Comprehensive Survey A digital twin based industrial au- tomation and control system security architecture,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:03.224257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:57.629599Z digest=sha256:9ba78ce55638d5b03d899d2adb20af9264076bd2480a065b7c3717bbaf54264b

Observation 59a10153-cdd3-4b5b-b7fe-507b4b4d631a · outbound

This paper cites an unresolved cited work.

Advancing Security with Digital Twins: A Comprehensive Survey Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:51:03.115017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:57.832120Z digest=sha256:d5cc3ed9951d83c9b773b21d5ea0d3e5b50472def9e594b49885b996888a7182

Observation 6ce7a462-d0ff-4519-9971-d018c8b80fce · outbound

This paper cites Edge centric secure data sharing with digital twins in smart ecosystems,.

Advancing Security with Digital Twins: A Comprehensive Survey Edge centric secure data sharing with digital twins in smart ecosystems,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:51:02.957701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:50:58.066770Z digest=sha256:fe6cbde0ba084c4f192325a92b4abee12b5fe77fd1a7f0c6b55c4a716358497f

Pith citing papers

Observation 9c71da78-63c9-4fe1-9760-696dd5b979ca · inbound

AgenticTwin: An Agentic LLM Framework Integrated with Digital Twin for Anomaly Detection cites this paper.

AgenticTwin: An Agentic LLM Framework Integrated with Digital Twin for Anomaly Detection Advancing Security with Digital Twins: A Comprehensive Survey

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:37:34.753383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T00:37:34.099685Z digest=sha256:c2252d276cff0609a5e16fd3f4f0902897003fa2e2c01dee98fba0fa8c7480b9