Paper Citation Record · LEDGER

Private Semantic Communications with Separate Blind Encoders

As of 15 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2412.17658.

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

pith.paper-citation-record.v1
2412.17658 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:23:50.800541Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

35 of 35 outbound references displayed

verified exact1
verified fuzzy19
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e69e0bc-28be-427a-a0ed-2366cfdec775 · outbound

This paper cites Beyond transmitting bits: Context, semantics, and task-oriented communications,.

Private Semantic Communications with Separate Blind Encoders Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.071685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02938ac2-a371-4aec-9b32-08175e612b29 · outbound

This paper cites Feist, Significance in language: A theory of semantics.

Private Semantic Communications with Separate Blind Encoders Feist, Significance in language: A theory of semantics

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.726211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 64cae050-ee83-436f-9c0a-2b0cf15ab383 · outbound

This paper cites Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach.

Private Semantic Communications with Separate Blind Encoders Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.199887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ffdd19-d5e6-4674-a2cd-8b69acaa3f96 · outbound

This paper cites Semantic communications with privacy constraints,.

Private Semantic Communications with Separate Blind Encoders Semantic communications with privacy constraints,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.686164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c25ce3cf-c2f4-47c8-a245-3cc5d979767f · outbound

This paper cites Multi-task pri- vate semantic communication,.

Private Semantic Communications with Separate Blind Encoders Multi-task pri- vate semantic communication,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.578774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7183c05e-35aa-4606-9615-f7ce0b135eae · outbound

This paper cites Task-oriented multi- user semantic communications,.

Private Semantic Communications with Separate Blind Encoders Task-oriented multi- user semantic communications,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.247412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47f7576-d8de-43e6-ac42-445503bec862 · outbound

This paper cites A unified multi-task semantic communication system with domain adaptation,.

Private Semantic Communications with Separate Blind Encoders A unified multi-task semantic communication system with domain adaptation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.487251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dbc5961b-840b-42c4-9d64-83bb2b89c8fd · outbound

This paper cites Privacy-preserving task-oriented semantic communications against model inversion attacks,.

Private Semantic Communications with Separate Blind Encoders Privacy-preserving task-oriented semantic communications against model inversion attacks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.422709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1bc4955d-0b30-46b9-8dcc-34ee7abb24d5 · outbound

This paper cites The role of fidelity in goal-oriented semantic communication: A rate distortion approach,.

Private Semantic Communications with Separate Blind Encoders The role of fidelity in goal-oriented semantic communication: A rate distortion approach,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.345679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b91253d8-9d3d-4b5a-ab69-1321a9a98cbd · outbound

This paper cites Goal-oriented single-letter codes for lossy joint source-channel coding,.

Private Semantic Communications with Separate Blind Encoders Goal-oriented single-letter codes for lossy joint source-channel coding,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.278100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 124fd8ab-7150-4c86-85bc-6e936c185b09 · outbound

This paper cites 6g networks: Beyond shannon towards semantic and goal-oriented communications,.

Private Semantic Communications with Separate Blind Encoders 6g networks: Beyond shannon towards semantic and goal-oriented communications,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.381998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d8abc81-4b7f-48d8-8003-78a5dee94e17 · outbound

This paper cites A Theory of Semantic Communication.

Private Semantic Communications with Separate Blind Encoders A Theory of Semantic Communication

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.389238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3021caa-ea28-4033-92fd-935d99e59e78 · outbound

This paper cites On perfect privacy,.

Private Semantic Communications with Separate Blind Encoders On perfect privacy,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.407664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b44ab1da-0297-45a8-99ef-3fd51aa81d93 · outbound

This paper cites A design framework for strongly χ2-private data disclosure,.

Private Semantic Communications with Separate Blind Encoders A design framework for strongly χ2-private data disclosure,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.116769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c6551f66-661a-4378-8219-7583a2ddd9b9 · outbound

This paper cites Data disclosure with non-zero leakage and non-invertible leakage matrix,.

Private Semantic Communications with Separate Blind Encoders Data disclosure with non-zero leakage and non-invertible leakage matrix,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.086035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3543ef63-a465-4321-9e1f-55811e620e64 · outbound

This paper cites Secrecy by design with appli- cations to privacy and compression,.

Private Semantic Communications with Separate Blind Encoders Secrecy by design with appli- cations to privacy and compression,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:52.029044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c920bc1f-f902-4db0-99ee-58498fed331b · outbound

This paper cites On the privacy-utility trade-off with and without direct access to the private data,.

Private Semantic Communications with Separate Blind Encoders On the privacy-utility trade-off with and without direct access to the private data,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.465826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93fddc03-fe1e-4299-8745-b4466f0d3213 · outbound

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

Private Semantic Communications with Separate Blind Encoders From the information bottleneck to the privacy funnel,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.494955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7780c08-b21d-4118-8a9e-5911e68cd1d7 · outbound

This paper cites Calibrating noise to sensitivity in private data analysis,.

Private Semantic Communications with Separate Blind Encoders Calibrating noise to sensitivity in private data analysis,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.514880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d6ae8e-e06a-4cbc-b658-ae07dee6b6ba · outbound

This paper cites Information extraction under privacy constraints,.

Private Semantic Communications with Separate Blind Encoders Information extraction under privacy constraints,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.920885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation af465beb-7583-44ba-8d33-66cd2c70759d · outbound

This paper cites Privacy-utility tradeoff with nonspecific tasks: Robust privatization and minimum leakage,.

Private Semantic Communications with Separate Blind Encoders Privacy-utility tradeoff with nonspecific tasks: Robust privatization and minimum leakage,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.886556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 550b8e06-266e-463e-baf4-04b0efcc9c68 · outbound

This paper cites On the lift, related privacy measures, and applications to privacy–utility trade-offs,.

Private Semantic Communications with Separate Blind Encoders On the lift, related privacy measures, and applications to privacy–utility trade-offs,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.837478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 252ae9c6-31c6-4bfc-a928-0d5053e69a2c · outbound

This paper cites Robust Privatization with Multiple Tasks and the Optimal Privacy-Utility Tradeoff.

Private Semantic Communications with Separate Blind Encoders Robust Privatization with Multiple Tasks and the Optimal Privacy-Utility Tradeoff

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:23:51.010461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6a42703b-d5bf-4e31-8256-54922a4532a4 · outbound

This paper cites Utility-privacy tradeoffs in databases: An information-theoretic approach,.

Private Semantic Communications with Separate Blind Encoders Utility-privacy tradeoffs in databases: An information-theoretic approach,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.572282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f6f769-4fe0-481e-b888-36f1250978cc · outbound

This paper cites Optimal utility-privacy trade-off with total variation distance as a privacy measure,.

Private Semantic Communications with Separate Blind Encoders Optimal utility-privacy trade-off with total variation distance as a privacy measure,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.619055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8256ed6d-2f89-4951-a8cd-3e36de98c085 · outbound

This paper cites Tunable measures for information leakage and applications to privacy-utility tradeoffs,.

Private Semantic Communications with Separate Blind Encoders Tunable measures for information leakage and applications to privacy-utility tradeoffs,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.733235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 77586ae3-69ae-417d-8d4c-09af3abe64c3 · outbound

This paper cites Latent feature disclosure under perfect sample privacy,.

Private Semantic Communications with Separate Blind Encoders Latent feature disclosure under perfect sample privacy,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.660402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afad99b-d61b-4584-a735-6b2a24442953 · outbound

This paper cites Estimation efficiency under privacy constraints,.

Private Semantic Communications with Separate Blind Encoders Estimation efficiency under privacy constraints,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.641609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 57f65004-4693-4097-b8c4-024e575ce74d · outbound

This paper cites Privacy against statistical inference,.

Private Semantic Communications with Separate Blind Encoders Privacy against statistical inference,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.697006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc9af22b-774d-4e41-b9a1-ecd019fe01ac · outbound

This paper cites Information- theoretic approaches to privacy in estimation and control,.

Private Semantic Communications with Separate Blind Encoders Information- theoretic approaches to privacy in estimation and control,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.489812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 78f067d7-ab17-40a4-a91e-057a697c3abb · outbound

This paper cites An operational measure of in- formation leakage,.

Private Semantic Communications with Separate Blind Encoders An operational measure of in- formation leakage,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.421550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b57632a9-b84e-4802-ba30-fa71fc2e2405 · outbound

This paper cites Active privacy-utility trade- off against inference in time-series data sharing,.

Private Semantic Communications with Separate Blind Encoders Active privacy-utility trade- off against inference in time-series data sharing,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.376178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e9e2adf0-a01c-4c75-9a85-2b2e56fe50e0 · outbound

This paper cites Statistical privacy mechanism design using separation technique,.

Private Semantic Communications with Separate Blind Encoders Statistical privacy mechanism design using separation technique,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:23:51.315472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 042e221a-1c6e-4dcd-bc91-d7a058e7c060 · outbound

This paper cites Randomized response: A survey technique for eliminating evasive answer bias,.

Private Semantic Communications with Separate Blind Encoders Randomized response: A survey technique for eliminating evasive answer bias,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.794373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df1e868-f1dc-480f-9fbf-e44065a7e0a8 · outbound

This paper cites The wire-tap channel,.

Private Semantic Communications with Separate Blind Encoders The wire-tap channel,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:50.800541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.