Paper Citation Record · LEDGER

Diffusion-enabled Secure Semantic Communication Against Eavesdropping

As of 17 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2505.05018.

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

pith.paper-citation-record.v1
2505.05018 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:20:29.751278Z

measured 33 of 33 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 2026-05-18T03:41:44.613208Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T03:42:22.610942Z

Reference resolution

32 of 32 outbound references displayed

verified exact2
verified fuzzy22
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5414967f-8ed6-4e7b-ad1e-5a66a8122a07 · outbound

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

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Semantic communications : overview, open issues, and future research directions,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.578342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbdd45bf-f5e6-48d2-b6a8-822d13026f50 · outbound

This paper cites Persona lizing semantic communication: A foundation model approach,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Persona lizing semantic communication: A foundation model approach,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.507636Z

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.

Observation 2a28f51d-cc07-400a-a3ed-a4bba090071d · outbound

This paper cites Semantic Communications: Principles and Challenges.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Semantic Communications: Principles and Challenges

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.589535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd5234d-e458-44ef-b2c5-9ae0aafe147e · outbound

This paper cites Semantic communications for fu ture internet: Fundamentals, applications, and challenges,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Semantic communications for fu ture internet: Fundamentals, applications, and challenges,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.595619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 172bf8f5-1081-45c8-9df3-bf003e56f4bd · outbound

This paper cites Deep learning en abled semantic communication systems,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Deep learning en abled semantic communication systems,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.601274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e19653e5-b319-4abb-9886-4a9e15ddddfb · outbound

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

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Toward semantic communications: Deep learning-based image semantic codin g,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.450231Z

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.

Observation 4c38d362-6bf4-4b13-8f8e-814400a94f8e · outbound

This paper cites Semantic communication systems for s peech transmission,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Semantic communication systems for s peech transmission,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.429154Z

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.

Observation 198651d4-ba52-403c-abe3-4ca050ca8bac · outbound

This paper cites Task-oriented se mantic communication based on semantic triplets,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Task-oriented se mantic communication based on semantic triplets,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.407735Z

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.

Observation 0328aec6-3e4b-46a4-8d23-ca0632190ffb · outbound

This paper cites Drl -driven dynamic resource allocation for task-oriented semantic co mmunication,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Drl -driven dynamic resource allocation for task-oriented semantic co mmunication,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.385804Z

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.

Observation 7ed5f60c-814a-4b89-af46-34547c4f7ff9 · outbound

This paper cites Semantic Communications With AI Tasks.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Semantic Communications With AI Tasks

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:20:29.865848Z

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.

Observation 30217ba3-98fa-4c5b-9e0d-2b48f3b9e8be · outbound

This paper cites Deep learning enabled semantic communications with speech reco gnition and synthesis,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Deep learning enabled semantic communications with speech reco gnition and synthesis,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.364591Z

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.

Observation b6ebc0bb-28a5-49de-b001-73cb363df1ab · outbound

This paper cites Semantic communi cations for image recovery and classiﬁcation via deep joint source a nd channel coding,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Semantic communi cations for image recovery and classiﬁcation via deep joint source a nd channel coding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.340926Z

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.

Observation 7d146e18-edf5-42c5-bd59-e9dd91ee5b98 · outbound

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

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Deep l earning- enabled semantic communication systems with task-unaware transmitter and dynamic data,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.317468Z

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.

Observation bf4b02d3-2b27-48e4-8d9d-6aab8da1e72c · outbound

This paper cites Semprotector: A uniﬁed framework for semantic pro tection in deep learning-based semantic communication systems,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Semprotector: A uniﬁed framework for semantic pro tection in deep learning-based semantic communication systems,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.651733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6fac3a4-4928-441d-be65-a8fde9e89be0 · outbound

This paper cites Secure semantic commun ication via paired adversarial residual networks,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Secure semantic commun ication via paired adversarial residual networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.656749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c967e9cc-eb4f-44cc-8d91-eed9b409d519 · outbound

This paper cites Secure Semantic Communication over Wiretap Channel.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Secure Semantic Communication over Wiretap Channel

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:20:29.840959Z

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.

Observation 9aa7e0a8-9513-442f-ac9f-c02378fb09b9 · outbound

This paper cites A Superposition Code-Based Semantic Communication Approach with Quantifiable and Controllable Security.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping A Superposition Code-Based Semantic Communication Approach with Quantifiable and Controllable Security

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.666492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9458b946-743e-49f3-9d57-65685b4b5618 · outbound

This paper cites Adversari al networks for secure wireless communications,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Adversari al networks for secure wireless communications,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.267857Z

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.

Observation 6d341c36-5f5f-4718-a885-3688c916b77d · outbound

This paper cites Privacy-a ware communi- cation over a wiretap channel with generative networks,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Privacy-a ware communi- cation over a wiretap channel with generative networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.251180Z

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.

Observation 9b79fb19-b704-420a-a860-ce7b417cd409 · outbound

This paper cites Wireless image transmission with semantic and security awareness,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Wireless image transmission with semantic and security awareness,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.232455Z

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.

Observation 3684ddd4-80d5-404d-a1cd-3db99cfcd218 · outbound

This paper cites Encrypted semantic communi- cation using adversarial training for privacy preserving,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Encrypted semantic communi- cation using adversarial training for privacy preserving,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.215613Z

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.

Observation 10d43399-858e-48f7-85eb-cce66fe1ca6a · outbound

This paper cites The model inversio n eavesdrop- ping attack in semantic communication systems,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping The model inversio n eavesdrop- ping attack in semantic communication systems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.196071Z

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.

Observation 5e20e698-6db9-45b9-b7a4-68badf19ed48 · outbound

This paper cites Secure Semantic Communication for Image Transmission in the Presence of Eavesdroppers.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Secure Semantic Communication for Image Transmission in the Presence of Eavesdroppers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:20:29.699692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b2d263d-6222-47a6-94bf-7f9fddf25581 · outbound

This paper cites Rethinking wireless communication security in seman tic internet of things,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Rethinking wireless communication security in seman tic internet of things,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.178755Z

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.

Observation 66f77d4e-37a5-4b13-9632-900be39ad47d · outbound

This paper cites Anti-modulation-classiﬁcation tra nsmitter design against deep learning approaches,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Anti-modulation-classiﬁcation tra nsmitter design against deep learning approaches,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.159769Z

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.

Observation 6f5c61e5-77ba-46a6-9cc7-450064a1d7a7 · outbound

This paper cites Secrecy capa city of the primary system in a cognitive radio network,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Secrecy capa city of the primary system in a cognitive radio network,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:30.013811Z

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.

Observation 27e251e8-df2e-4382-bb07-faf41e7b4947 · outbound

This paper cites Robust beamforming for secure communication in systems with wireless information and power transfer,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Robust beamforming for secure communication in systems with wireless information and power transfer,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:29.995225Z

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.

Observation cad4b135-cf8b-4d9f-8570-6c1a24743d19 · outbound

This paper cites I mproving image generation with better captions.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping I mproving image generation with better captions

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:29.974440Z

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.

Observation 0a689723-781e-413c-a049-8294d25b2b85 · outbound

This paper cites A brief overview of chatgpt: The history, status quo and poten tial future development,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping A brief overview of chatgpt: The history, status quo and poten tial future development,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:29.958224Z

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.

Observation d42b6e82-d115-4d83-bc2c-1db33dd39ac7 · outbound

This paper cites Denoising diffusion prob abilistic models,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Denoising diffusion prob abilistic models,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:29.940211Z

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.

Observation 6c20e458-0802-4071-9c1e-c07dd8f2ee45 · outbound

This paper cites Towards deep learning models resistant to adversarial attacks,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Towards deep learning models resistant to adversarial attacks,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:29.922408Z

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.

Observation 3552f33f-f736-4f15-8b4e-d741086a6422 · outbound

This paper cites Univer- sal adversarial perturbations,.

Diffusion-enabled Secure Semantic Communication Against Eavesdropping Univer- sal adversarial perturbations,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:20:29.903125Z

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.

Pith citing papers

Observation ffd14163-21db-4dcd-af04-2dc3e9398365 · inbound

Privacy-Preserving Semantic Communication over Wiretap Channels with Learnable Differential Privacy cites this paper.

Privacy-Preserving Semantic Communication over Wiretap Channels with Learnable Differential Privacy Diffusion-enabled Secure Semantic Communication Against Eavesdropping

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:42:22.614024Z

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.