Paper Citation Record · LEDGER

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM)

As of 21 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2412.02538.

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

pith.paper-citation-record.v1
2412.02538 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:24:48.743721Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T19:44:11.639335Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:48:53.618255Z

Reference resolution

59 of 59 outbound references displayed

verified exact1
verified fuzzy42
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9943408c-3bf7-4029-adfd-52dbb92f6129 · outbound

This paper cites Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.791720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9de224ab-6e5f-4ff2-a100-082238436c69 · outbound

This paper cites Artificial intelligence-powered decentralized framework for internet of things in healthcare 4.0,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Artificial intelligence-powered decentralized framework for internet of things in healthcare 4.0,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.776125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation de62e910-709a-4a1b-8538-e6007e3ab6ed · outbound

This paper cites AI empowered communication systems for intelligent transportation systems,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) AI empowered communication systems for intelligent transportation systems,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.758028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99adc0c4-a7aa-4ca2-ada0-17b2269abf3c · outbound

This paper cites Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.742238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b611be19-f028-40a8-9953-55de0c867b0d · outbound

This paper cites Guest editorial: Sustainable big AI model for wireless networks,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Guest editorial: Sustainable big AI model for wireless networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.726066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d6f9c16e-49de-410d-b75f-2d7c8676a1ae · outbound

This paper cites Implementation of big AI models for wireless networks with collaborative edge computing,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Implementation of big AI models for wireless networks with collaborative edge computing,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.711011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 289f89d6-570e-476d-bd80-0e3d6f6dbc08 · outbound

This paper cites A survey on internet of things: Architecture, enabling technologies, security and privacy, and applications,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) A survey on internet of things: Architecture, enabling technologies, security and privacy, and applications,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.695895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7183ffe6-5b9b-4080-9d98-cd1eeeff6c0c · outbound

This paper cites Federated learning with differential privacy: Algorithms and performance analysis,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Federated learning with differential privacy: Algorithms and performance analysis,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.491485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9bc703-cf51-43c2-ae56-fc1e101330e5 · outbound

This paper cites Binarizing split learning for data privacy enhancement and computation reduction,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Binarizing split learning for data privacy enhancement and computation reduction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.668963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 887eb0c5-7502-4073-8311-087f1f5f2ac3 · outbound

This paper cites Ethical framework for artificial intelligence and digital technologies,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Ethical framework for artificial intelligence and digital technologies,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.653792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a410dc81-9b10-4b37-b8ca-494248ed783a · outbound

This paper cites A joint learning and communications framework for federated learning over wireless networks,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) A joint learning and communications framework for federated learning over wireless networks,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.505467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17592c50-97cc-4c75-99a9-31c20427ff4e · outbound

This paper cites Federated learning for 6G: Applications, challenges, and opportunities,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Federated learning for 6G: Applications, challenges, and opportunities,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.628442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c033565d-3ad8-4ac1-b847-06691a7064e6 · outbound

This paper cites Joint communication and learn- ing design of differential privacy for federated learning over multi-cell networks,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Joint communication and learn- ing design of differential privacy for federated learning over multi-cell networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.610377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73d25961-b674-4091-9a71-a28ec9353e0a · outbound

This paper cites SplitFed: When federated learning meets split learning,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) SplitFed: When federated learning meets split learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.592871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7314b5ef-cedf-4883-93c0-a6b163d4d767 · outbound

This paper cites Unleashing the tiger: Inference attacks on split learning,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Unleashing the tiger: Inference attacks on split learning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.576218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ae7317a-b92e-4300-9488-a2172adcbba2 · outbound

This paper cites Energy efficient federated learning over wireless communication networks,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Energy efficient federated learning over wireless communication networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.560439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 06bf10b0-a022-41de-97e8-2e87cf931748 · outbound

This paper cites Privacy protection in intelligent vehicle networking: A novel federated learning algorithm based on information fusion,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Privacy protection in intelligent vehicle networking: A novel federated learning algorithm based on information fusion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.545012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 43bc75a1-5168-4fa5-acb2-c9ace9abd55e · outbound

This paper cites Joint privacy en- hancement and quantization in federated learning,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Joint privacy en- hancement and quantization in federated learning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.538762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea8d369-08d9-44bf-8268-ef6e7c92c8b9 · outbound

This paper cites Privacy-encoded federated learning against gradient-based data reconstruction attacks,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Privacy-encoded federated learning against gradient-based data reconstruction attacks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.518917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e9b8918-4018-46d9-abe3-4691a2d20283 · outbound

This paper cites Secure federated learning with fully homomorphic encryption for iot communications,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Secure federated learning with fully homomorphic encryption for iot communications,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.548189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ef880c-f55f-4972-ad82-70454286383b · outbound

This paper cites The semantic communication game,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) The semantic communication game,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.492315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5422529-3640-4967-8787-d087c28e250e · outbound

This paper cites A joint communication and computation design for semantic wireless communication with probability graph,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) A joint communication and computation design for semantic wireless communication with probability graph,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.475993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33e5f755-c0a5-41d0-8f0d-5f11da9df2b0 · outbound

This paper cites Toward semantic communications: Deep learning-based image semantic coding,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Toward semantic communications: Deep learning-based image semantic coding,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.457567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a8bc835c-f6d7-4658-adc0-2ee65ef4ac65 · outbound

This paper cites Representation and fusion based on knowledge graph in multi-modal semantic communication,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Representation and fusion based on knowledge graph in multi-modal semantic communication,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.441761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b750797-c4b5-473e-9a43-c78b2e9abf47 · outbound

This paper cites Semantic communication system based on semantic slice models propagation,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Semantic communication system based on semantic slice models propagation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.426130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3aca3b55-90de-414f-bb62-b24e3fbaf57e · outbound

This paper cites Joint urllc traffic scheduling and resource allocation for semantic communication systems,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Joint urllc traffic scheduling and resource allocation for semantic communication systems,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.410132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfc71acf-2189-4ad6-b941-d0f72ecf1802 · outbound

This paper cites A joint communication and computation design for distributed RISs assisted probabilistic semantic communication in IIoT,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) A joint communication and computation design for distributed RISs assisted probabilistic semantic communication in IIoT,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.394545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 152c8728-22ef-4068-b34a-ffd27ff51165 · outbound

This paper cites Deep learning enabled semantic communication systems,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Deep learning enabled semantic communication systems,

Reference 28

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Source-reported events for the cited work

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Observation 7d8b5613-775e-43ff-b98b-79029178b36c · outbound

This paper cites Wireless image re- trieval at the edge,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Wireless image re- trieval at the edge,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.367789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 10cdd04b-522f-4b43-9a1d-031e2b7bc1d7 · outbound

This paper cites Deep learning- enabled semantic communication systems with task-unaware transmitter and dynamic data,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Deep learning- enabled semantic communication systems with task-unaware transmitter and dynamic data,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.351891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 634c699b-6401-466b-873a-4237bdca378f · outbound

This paper cites Semantic communication meets edge intelligence,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Semantic communication meets edge intelligence,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.599594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84847890-1e98-4350-84fb-59c859d393ab · outbound

This paper cites Energy efficient semantic communication over wireless networks with rate splitting,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Energy efficient semantic communication over wireless networks with rate splitting,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.603976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2002f1c-d5c0-4ffe-a558-423a5a90f065 · outbound

This paper cites A joint communication and computation design for probabilistic semantic com- munications,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) A joint communication and computation design for probabilistic semantic com- munications,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.313381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 84f690ef-51ff-4e31-b036-1bc3185951b4 · outbound

This paper cites Learning task-oriented communication for edge inference: An information bottleneck approach,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Learning task-oriented communication for edge inference: An information bottleneck approach,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.613564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b79a1c-9ee7-43f8-8cdb-249dbcb38be6 · outbound

This paper cites Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.618049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18f7a43b-68c7-44a7-a399-bd0ae6a22c32 · outbound

This paper cites The information bottleneck method,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) The information bottleneck method,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.277482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca809411-cf36-4ee0-8171-f6b2eec4b0cf · outbound

This paper cites Semantic importance-aware communications using pre-trained language models,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Semantic importance-aware communications using pre-trained language models,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.260830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd2297da-190f-47d8-835c-b3b476518d5d · outbound

This paper cites Integrating Pre-Trained Language Model with Physical Layer Communications.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Integrating Pre-Trained Language Model with Physical Layer Communications

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:24:48.933026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 999f98b8-8d51-4ee9-96bd-56069f80b613 · outbound

This paper cites From semantic communication to semantic-aware networking: Model, architecture, and open problems,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) From semantic communication to semantic-aware networking: Model, architecture, and open problems,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.242447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea45f6ec-9ae1-40ea-a191-893df6cf302a · outbound

This paper cites Semantic communications: Overview, open issues, and future research directions,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Semantic communications: Overview, open issues, and future research directions,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.642847Z

Source-reported events for the cited work

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Observation a1a70757-c29e-427e-a03c-f301fc2877d1 · outbound

This paper cites Secure semantic communications: Fundamentals and challenges,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Secure semantic communications: Fundamentals and challenges,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.215556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8cd8627b-66d3-462d-89e5-d760115d2ea2 · outbound

This paper cites A unified multi- task semantic communication system for multimodal data,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) A unified multi- task semantic communication system for multimodal data,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.651963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa6fae4-2351-48f4-8200-cf8c67529138 · outbound

This paper cites Multi-modal fusion- based multi-task semantic communication system,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Multi-modal fusion- based multi-task semantic communication system,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.656642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9670ab18-e3c0-4d17-a7dd-c6a5aa23c518 · outbound

This paper cites Multimodal and multiuser semantic communications for channel-level information fusion,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Multimodal and multiuser semantic communications for channel-level information fusion,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.186896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d8f355c7-38aa-48f3-8248-49a0b2e98aca · outbound

This paper cites Large AI Model Empowered Multimodal Semantic Communications.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Large AI Model Empowered Multimodal Semantic Communications

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.667601Z

Source-reported events for the cited work

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Observation 6821a179-a8a7-490e-95b5-d0511d841e83 · outbound

This paper cites Blockchain and artificial intelligence for 5G-enabled Internet of Things: Challenges, opportunities, and solutions,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Blockchain and artificial intelligence for 5G-enabled Internet of Things: Challenges, opportunities, and solutions,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.165139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1ee60807-5a69-4196-a073-cf796629bddc · outbound

This paper cites Blockchain and artificial intelligence for dynamic resource sharing in 6G and beyond,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Blockchain and artificial intelligence for dynamic resource sharing in 6G and beyond,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.148899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5ef8da79-95df-423e-a81b-e75138bbccc3 · outbound

This paper cites AI and blockchain enabled future wireless networks: A survey and outlook,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) AI and blockchain enabled future wireless networks: A survey and outlook,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.132542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7191c091-495c-476b-860d-20ced246998f · outbound

This paper cites A survey of blockchain and artificial intelligence for 6G wireless communications,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) A survey of blockchain and artificial intelligence for 6G wireless communications,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.116759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a30743c8-9135-4cb8-bd85-2ccd27213537 · outbound

This paper cites an unresolved cited work.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:24:49.100179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 51f53391-ab84-4a4f-b3de-bfb7551c7021 · outbound

This paper cites an unresolved cited work.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T23:24:48.701992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ce09ed-4ff2-44c6-812b-bdec262012b4 · outbound

This paper cites an unresolved cited work.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:24:49.072911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2e2fb15d-98ad-4552-a809-93885e655ae7 · outbound

This paper cites Reconfiguring wireless environments 12 via intelligent surfaces for 6G: Reflection, modulation, and security,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Reconfiguring wireless environments 12 via intelligent surfaces for 6G: Reflection, modulation, and security,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.046876Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38716043-f45a-47e5-aff0-398e96f12e7e · outbound

This paper cites Waveforming: An overview with beamforming,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Waveforming: An overview with beamforming,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.031543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5cae889-9bf7-4d34-b707-d80a7c6818d8 · outbound

This paper cites Information security aspects of spread spectrum systems,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Information security aspects of spread spectrum systems,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:49.014850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff64625f-6c42-4b23-b74c-7efefa5f22a9 · outbound

This paper cites Obfuscation revealed: Leveraging electromagnetic signals for obfuscated malware classification,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Obfuscation revealed: Leveraging electromagnetic signals for obfuscated malware classification,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:48.998093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2183c9d0-b407-41b9-94c7-0796f52034e3 · outbound

This paper cites Multi-antenna signal masking and round-trip transmission for privacy-preserving wireless sensing,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Multi-antenna signal masking and round-trip transmission for privacy-preserving wireless sensing,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:48.981900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33e2eda7-5c72-4063-8a0b-368a385b3175 · outbound

This paper cites Deep learning with differential privacy,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Deep learning with differential privacy,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:48.965086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cd0b2acf-00fb-492e-b171-79461d5e287a · outbound

This paper cites Wireless security through RF fingerprint- ing,.

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM) Wireless security through RF fingerprint- ing,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:24:48.949875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 85b6c49b-2ac5-46c5-a176-85ac00059d08 · inbound

Alternating Optimization for Joint Resource Allocation in Full-Duplex Multi-Sector Fluid Antenna-Enabled Near-Field Systems cites this paper.

Alternating Optimization for Joint Resource Allocation in Full-Duplex Multi-Sector Fluid Antenna-Enabled Near-Field Systems On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM)

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-03T19:48:53.620061Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.