Paper Citation Record · LEDGER

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission

As of 11 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.17110.

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

pith.paper-citation-record.v1
2412.17110 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:52:51.114086Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy39
unresolved3
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ba3e6ce-8f07-4c40-aa92-8e591af5514a · outbound

This paper cites Secure deep-JSCC against multiple eaves- droppers,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Secure deep-JSCC against multiple eaves- droppers,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.781499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 389be1a4-4b8b-4469-8bb8-469ae08d5f23 · outbound

This paper cites Cellular- connected wireless virtual reality: Requirements, challenges, and solu- tions,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Cellular- connected wireless virtual reality: Requirements, challenges, and solu- tions,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.770225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b0a0dd18-04ff-41ae-8b63-a5b1778efad1 · outbound

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

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Wireless image re- trieval at the edge,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.758049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ab850375-2c08-4078-a664-54bcb504502a · outbound

This paper cites Deep learning for hardware-impaired wireless secret key generation with man- in-the-middle attacks,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Deep learning for hardware-impaired wireless secret key generation with man- in-the-middle attacks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.744729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b2813336-0106-4830-852f-35c0f4e7b125 · outbound

This paper cites Learning-based secret key generation in relay channels under adversarial attacks,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Learning-based secret key generation in relay channels under adversarial attacks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.732330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 121414eb-ec30-4d51-8965-525f6cde41c5 · outbound

This paper cites Jamming- resilient frequency hopping-aided secure communication for Internet-of- Things in the presence of an untrusted relay,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Jamming- resilient frequency hopping-aided secure communication for Internet-of- Things in the presence of an untrusted relay,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.719179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 03c5ade6-1087-49e3-a301-4009d24bebf7 · outbound

This paper cites Hardware- impaired PHY secret key generation with man-in-the-middle adver- saries,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Hardware- impaired PHY secret key generation with man-in-the-middle adver- saries,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.706977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6f62e9f3-d04e-416a-a638-2d3661cd4512 · outbound

This paper cites Wireless-powered cooperative key generation for e-health: A reservoir learning approach,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Wireless-powered cooperative key generation for e-health: A reservoir learning approach,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.694466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 832e6d78-9cce-4477-9c6f-d9c134d11888 · outbound

This paper cites A lightweight secure and resilient transmission scheme for the Internet-of-Things in the presence of a hostile jammer,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission A lightweight secure and resilient transmission scheme for the Internet-of-Things in the presence of a hostile jammer,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.683453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c7161c7-c47a-40e7-8178-1c3ab6ace8ce · outbound

This paper cites Context-aware security for 6G wireless: The role of physical layer security,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Context-aware security for 6G wireless: The role of physical layer security,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.670631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8a596b98-3cf8-4f37-a7da-8bd3a9715363 · outbound

This paper cites On learning-assisted content-based secure image transmission for delay- aware systems with randomly-distributed eavesdroppers,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission On learning-assisted content-based secure image transmission for delay- aware systems with randomly-distributed eavesdroppers,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.651583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1e691cc9-6aff-4d0f-96cd-ea8c5ab32eda · outbound

This paper cites Content-based medical image transmission against randomly- distributed passive eavesdroppers,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Content-based medical image transmission against randomly- distributed passive eavesdroppers,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.636609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c6926658-8e53-41af-959b-5e428cd66778 · outbound

This paper cites Joint source–channel coding: Fundamentals and recent progress in practical designs,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Joint source–channel coding: Fundamentals and recent progress in practical designs,

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T05:52:51.249329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 23c56a61-8de9-451d-b956-0881a46967b8 · outbound

This paper cites Deep joint source- channel coding for wireless image transmission,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Deep joint source- channel coding for wireless image transmission,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.623269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ca52c23-462a-4fe6-b938-dd0e11506a74 · outbound

This paper cites DeepJSCC-f: Deep joint source-channel coding of images with feedback,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission DeepJSCC-f: Deep joint source-channel coding of images with feedback,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.610496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 62194631-e02d-4d4e-ac94-eb65c6c5431d · outbound

This paper cites Adversarial networks for secure wireless communications,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Adversarial networks for secure wireless communications,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.596497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 530d7435-b765-4cb2-8c06-9e0e79763a39 · outbound

This paper cites Privacy-aware communica- tion over a wiretap channel with generative networks,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Privacy-aware communica- tion over a wiretap channel with generative networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.581603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 778de279-84a4-447b-b15c-51b73bf2e64c · outbound

This paper cites Deep joint source-channel coding for semantic communications,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Deep joint source-channel coding for semantic communications,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.565417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3e51a10d-f21f-4692-aef3-e35683be6546 · outbound

This paper cites Flexible design of finite blocklength wiretap codes by autoencoders,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Flexible design of finite blocklength wiretap codes by autoencoders,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.550837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26a311a5-5927-4457-b311-33ee78d95b51 · outbound

This paper cites Wiretap code design by neural network autoencoders,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Wiretap code design by neural network autoencoders,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.536153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c3aec499-b973-4d57-91c9-1ee5fda7f840 · outbound

This paper cites Deep learning based wiretap coding via mutual information estimation,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Deep learning based wiretap coding via mutual information estimation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.524481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f681e0cc-460e-4b37-8219-4654878ed7ff · outbound

This paper cites Deep joint source-channel and encryption coding: Secure semantic communications,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Deep joint source-channel and encryption coding: Secure semantic communications,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.511131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7747e442-7e2b-4499-a436-d77db9638a1f · outbound

This paper cites Deep joint source- channel coding for image transmission with visual protection,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Deep joint source- channel coding for image transmission with visual protection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.499466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7e43601f-a7de-4dc7-8a98-ba778bae1142 · outbound

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

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Wireless image transmission with semantic and security awareness,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.485120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8a56f6a-756e-4e17-bd41-f247f67059c4 · outbound

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

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Secure Semantic Communication for Image Transmission in the Presence of Eavesdroppers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:51.038579Z

Source-reported events for the cited work

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Observation 186f3067-25d4-474e-a885-0d5eef94955a · outbound

This paper cites Is semantic communication secure? A tale of multi-domain adversarial attacks,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Is semantic communication secure? A tale of multi-domain adversarial attacks,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.471525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bb828b13-8d72-48cd-9582-978c36c0e835 · outbound

This paper cites Density modeling of images using a generalized normalization transformation,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Density modeling of images using a generalized normalization transformation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.458113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0819be88-5e9b-47db-a5ac-108901c2bc56 · outbound

This paper cites On joint coding for watermarking and encryption,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission On joint coding for watermarking and encryption,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.445043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3b9a1108-dbef-48f3-8081-f558601a1b4f · outbound

This paper cites From the information bottleneck to the privacy funnel,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission From the information bottleneck to the privacy funnel,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.431384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 329a2af4-8920-47b6-8244-6dea86a163ef · outbound

This paper cites Multiob- jective Signal Processing Optimization: The way to balance conflicting metrics in 5G systems,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Multiob- jective Signal Processing Optimization: The way to balance conflicting metrics in 5G systems,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.418278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 444f8c2e-676b-4788-a82c-8d65d01cd59e · outbound

This paper cites Bot- tlenecks CLUB: Unifying information-theoretic trade-Offs among com- plexity, leakage, and utility,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Bot- tlenecks CLUB: Unifying information-theoretic trade-Offs among com- plexity, leakage, and utility,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.404821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ac46f6e5-ecfd-4047-89db-b2f4e7aeafc7 · outbound

This paper cites Privacy-preserving adversarial networks.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Privacy-preserving adversarial networks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.391764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 64910b42-a46a-4dac-b40b-11279ec3d038 · outbound

This paper cites Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.378193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5b5871d7-0383-4046-b346-84cbf7d8d56c · outbound

This paper cites Layer Normalization.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Layer Normalization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:51.076494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd05b84b-3f81-4480-a212-66e9c146c676 · outbound

This paper cites Learning to generate images with perceptual similarity metrics,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Learning to generate images with perceptual similarity metrics,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.365257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a66bc2c4-e66b-4fa1-ab3c-08f9b8d25bad · outbound

This paper cites Loss functions for image restoration with neural networks,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Loss functions for image restoration with neural networks,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.351272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 40bd6db0-859e-4d0c-8fc0-4cc215ac7d5b · outbound

This paper cites TensorFlow: Large-scale machine learning on het- erogeneous systems,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission TensorFlow: Large-scale machine learning on het- erogeneous systems,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.338526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 817879c8-4ca0-4797-b6a8-a5c8d667a38e · outbound

This paper cites Learning multiple layers of features from tiny images,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Learning multiple layers of features from tiny images,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T05:52:51.093488Z

Source-reported events for the cited work

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Observation e7bb650a-704c-4566-b6d7-142028e0b9e4 · outbound

This paper cites Deep learning face attributes in the wild,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Deep learning face attributes in the wild,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.316015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8613371c-2260-4848-b4d1-36421e8b74b6 · outbound

This paper cites Adam: A method for stochastic optimization,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Adam: A method for stochastic optimization,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.303133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2ca2f62d-2520-4312-92b3-3196b2ff0469 · outbound

This paper cites Conditional denoising diffusion probabilistic models for data reconstruction enhancement in wireless communications,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Conditional denoising diffusion probabilistic models for data reconstruction enhancement in wireless communications,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.290580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 71e8a69b-6568-42e7-96de-abd5268565da · outbound

This paper cites Diffusion model-aided data reconstruction in cell-free massive MIMO downlink: A computation-aware approach,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Diffusion model-aided data reconstruction in cell-free massive MIMO downlink: A computation-aware approach,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.275306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6a4157d7-dbdd-4975-80fc-b7acb5330917 · outbound

This paper cites Denoising diffusion probabilistic models for hardware-impaired communications,.

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission Denoising diffusion probabilistic models for hardware-impaired communications,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:52:51.262372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.