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Paper Citation Record · LEDGER

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release

As of 10 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2502.02709.

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

pith.paper-citation-record.v1
2502.02709 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:32:36.059816Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

69 of 69 outbound references displayed

  • verified exact1
  • verified fuzzy48
  • unresolved17
  • parse uncertain3
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7537e38-6608-4f70-8686-810336faac0e · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 1

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 5fbc119f-ea0b-4575-a2af-ef69001c6732 · outbound

This paper cites 3 Resume Screening Tools That Every Recrui ter Should Know About.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release 3 Resume Screening Tools That Every Recrui ter Should Know About

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 55398183-ec90-4e66-9afa-65017cf4d921 · outbound

This paper cites Machine-learning- based disease diagnosis: A comprehensive review.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Machine-learning- based disease diagnosis: A comprehensive review

Reference 3

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c5768e87-c22d-4c2c-9f5b-58b9233eb854 · outbound

This paper cites Pr actical considerations for dif- ferential privacy, 2024.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Pr actical considerations for dif- ferential privacy, 2024

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 149a5912-9e30-46e4-ade6-93a4342ceed5 · outbound

This paper cites Learning with privacy a t scale.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Learning with privacy a t scale

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b91c43d1-bda4-443e-a024-a34b74a8e397 · outbound

This paper cites Recons tructing training data with informed adversaries.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Recons tructing training data with informed adversaries

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.727029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2ca1e583-1f59-425d-a9ec-065eae6903b7 · outbound

This paper cites Typical Stability.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Typical Stability

Reference 7

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no resolver link, observed 2026-08-09T11:32:35.860362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation caad91ed-25e9-438d-98b6-d6c4c1c7d2cc · outbound

This paper cites Stabilit y is stable: Connections between replicability, privacy, and adaptive generalization.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Stabilit y is stable: Connections between replicability, privacy, and adaptive generalization

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.717860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2b186cec-c4de-4842-a074-c8be905a0a9d · outbound

This paper cites Appendix b — 2010 reconstruction-abetted re-identification simulated atta ck.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Appendix b — 2010 reconstruction-abetted re-identification simulated atta ck

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4e46b6b7-c0f8-4c6c-ad9d-1d11c0baa69f · outbound

This paper cites The census bureau’s simulated reconstruction-abetted re-identification attack on the 20 10 census.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release The census bureau’s simulated reconstruction-abetted re-identification attack on the 20 10 census

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation cb260ab4-b86d-44e4-84fd-73404e2cef57 · outbound

This paper cites Is private learning possible with instance encoding?, 2021.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Is private learning possible with instance encoding?, 2021

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 29db4518-0089-4582-a585-cce425e51d84 · outbound

This paper cites Attacks on deidentification’s defenses.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Attacks on deidentification’s defenses

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2cf49eeb-43b2-4b5c-904f-8940280f997b · outbound

This paper cites Attacks on deidentification’s defenses.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Attacks on deidentification’s defenses

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation a2683e34-583a-4ab1-ae1a-511deacf546e · outbound

This paper cites Linear program reconstru ction in practice.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Linear program reconstru ction in practice

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.656816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 0ec8c1e2-b51c-45b4-b576-f01de5b23b3c · outbound

This paper cites Towards formalizing the g dpr’s notion of singling out.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Towards formalizing the g dpr’s notion of singling out

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.646058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b0d969f4-9643-4b82-9aff-a5e058d7c5ac · outbound

This paper cites Data Reconstruction: When You See It and When You Don't.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Data Reconstruction: When You See It and When You Don't

Reference 16

Resolution
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no resolver link, observed 2026-08-09T11:32:35.888608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ea6b145e-c6ac-441e-80d1-2c823d7900fa · outbound

This paper cites ATTAXONOMY: Unpacking Differential Privacy Guarantees Against Practical Adversaries.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release ATTAXONOMY: Unpacking Differential Privacy Guarantees Against Practical Adversaries

Reference 17

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no resolver link, observed 2026-08-09T11:32:35.891941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:32:35.891941Z digest=sha256:5e39df1ca060aea4925c6dc6804504bafa4ac9474acffad318a5eb64644e5877

Observation 5705bbb7-13dc-4567-8395-356161c2eb8a · outbound

This paper cites Adaptive learning with robust generalization guarantees.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Adaptive learning with robust generalization guarantees

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.634839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2fd01b54-1a48-4a3b-8dd1-2c2d9c500c71 · outbound

This paper cites Confidence-Ranked Reconstruction of Census Microdata from Published Statistics.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Confidence-Ranked Reconstruction of Census Microdata from Published Statistics

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d65bd3ce-d210-42f6-a469-dd07f467ec46 · outbound

This paper cites Confidence-ranked reconstruc tion of census micro- data from published statistics.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Confidence-ranked reconstruc tion of census micro- data from published statistics

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 57dea40a-15f5-4b5c-93c1-642c28d95e9b · outbound

This paper cites C ollecting telemetry data pri- vately.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release C ollecting telemetry data pri- vately

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation a02005b3-f807-44cc-8225-868dae77d90b · outbound

This paper cites Revealing information whi le preserving privacy.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Revealing information whi le preserving privacy

Reference 22

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 652990d9-321a-4d8a-a765-591274f9b43b · outbound

This paper cites Generalization in adaptive data analysis and ho ldout reuse.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Generalization in adaptive data analysis and ho ldout reuse

Reference 23

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raw_fallback, observed 2026-08-09T11:32:36.591235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d52cec9a-5ec2-4ce0-9993-a0b29a8c9b05 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation bda0edc1-f866-44b6-8b70-94623fa30759 · outbound

This paper cites Exposed! a survey of attacks on private data.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Exposed! a survey of attacks on private data

Reference 25

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raw_fallback, observed 2026-08-09T11:32:36.573643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ca94627d-3f89-4ef9-bce3-b138c45b99c8 · outbound

This paper cites Smith, Thomas Steinke, Jonathan R.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Smith, Thomas Steinke, Jonathan R

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.565296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 0a93cf03-88d5-49cd-8782-90e8d1ed22cf · outbound

This paper cites RAPPOR: Randomized aggre- gatable privacy-preserving ordinal response.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release RAPPOR: Randomized aggre- gatable privacy-preserving ordinal response

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.555664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation dc0584a3-fa39-4c79-826c-c5ac23af25e5 · outbound

This paper cites A Unified Framework for Quantifying Privacy Risk in Synthetic Data.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release A Unified Framework for Quantifying Privacy Risk in Synthetic Data

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T11:32:35.928481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:32:35.928481Z digest=sha256:718ace7edaab752041981e3cb672101d502661bf6a46efae9299b7e6e1bac390

Observation 2aed9fcc-ae25-466a-ac5f-ca6493c6c523 · outbound

This paper cites Lower b ound on SNARGs in the random oracle model.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Lower b ound on SNARGs in the random oracle model

Reference 29

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raw_fallback, observed 2026-08-09T11:32:36.544700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9411b537-541f-4ad8-871e-343d036ba1bf · outbound

This paper cites Kim, Omer Reingold, and Guy N.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Kim, Omer Reingold, and Guy N

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.533821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.935302Z digest=sha256:ca98c802d819d7c5fd3709d062efc8a3fbf2f47e952754385fbdc1d51a74b46e

Observation 43650bbe-c680-4ab2-aadf-74e43716a00b · outbound

This paper cites Kim, Omer Reingold, and Guy N.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Kim, Omer Reingold, and Guy N

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.524160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.938547Z digest=sha256:51160aab6fdb49bb3544071aa66f05fd6163f0e18ae5e6a6b6421da8a7e7f9d3

Observation b9011375-4ba9-484d-bb00-a372d9a231fd · outbound

This paper cites Pearson, Dietrich A.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Pearson, Dietrich A

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.513189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9c913cbf-3b56-494e-84e2-a928034c494e · outbound

This paper cites Concentration of the hyperge ometric distribution.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Concentration of the hyperge ometric distribution

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.503601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 419399ad-79c3-4983-aeb3-67a8c371d599 · outbound

This paper cites Reproducibility in learning.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Reproducibility in learning

Reference 34

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raw_fallback, observed 2026-08-09T11:32:36.493936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.948462Z digest=sha256:c6af472fdc2d904f1bdf815c16ea25a6f11dc66514ccd3de6d43fa605e063a15

Observation 841abb09-f734-421a-b1c3-b48b7ac0d0c6 · outbound

This paper cites Machine Learn- ing in Recruitment: Revolutionize Your Hiring Process.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Machine Learn- ing in Recruitment: Revolutionize Your Hiring Process

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.484587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.951677Z digest=sha256:1c9b574add63bf8dd10b6e62e7205f3f381a8d67a432f5bb1e0ba424185af44d

Observation 968351d8-c866-45cd-98a3-317b30d82d63 · outbound

This paper cites Ullman, and Alina Oprea.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Ullman, and Alina Oprea

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.474756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.954965Z digest=sha256:f08ffbc4a79d66014c4162f190af904f157d0b1937737ba77e4bae3bbf8f84d9

Observation bd1a83c1-f8e3-4e07-887a-00b0c771c789 · outbound

This paper cites Evaluating different ially private machine learning in practice.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Evaluating different ially private machine learning in practice

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.465042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.958190Z digest=sha256:9613c79bc79574f6df1a9c717916bed620f6a5c914ee2e8964f3c9aa6cd0ae97

Observation 72acb3f3-57b7-4f6d-9e1c-87b7325a86b6 · outbound

This paper cites Kasiviswanathan and Adam Smith.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Kasiviswanathan and Adam Smith

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.455700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.961370Z digest=sha256:b36fa1ebe96ba8782e0e8f22581f52646afd19cf2c07ff35650bd7a2eaa6be54

Observation ac014bba-10ba-4899-95d3-449ceb3cf603 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.446085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.964553Z digest=sha256:81d36fa21e02246bf48e86dd241c17db82347d2b48f421729ecdbbd57cc2191f

Observation f3bf096d-6931-47a0-9b23-1df460bb62eb · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.437592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.967858Z digest=sha256:d8a11cd9cdf245fa35b0eba263baaca4e192ef8df847142c971ba5b3405137f7

Observation a20c0caa-e6e5-4733-9f18-1e749c04e993 · outbound

This paper cites Kim, Amirata Ghorbani, and James Y.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Kim, Amirata Ghorbani, and James Y

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.428174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.971032Z digest=sha256:bf75b9b7d16fc046eae6cdbf9e8f51feeb85f100185d14ad801f403d865c4d71

Observation b521ad47-ffa3-4d12-beaa-5816310b8a73 · outbound

This paper cites Robust de-anon ymization of large sparse datasets.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Robust de-anon ymization of large sparse datasets

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.418398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.974433Z digest=sha256:35273c91a87008821d7c7ea273a9faa5dcb90cea5675defc676885a9f1a535e5

Observation 31458b14-41ce-42f2-be5c-8bcf871a2a83 · outbound

This paper cites Robust de-anon ymization of large sparse datasets.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Robust de-anon ymization of large sparse datasets

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.408296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.977895Z digest=sha256:1b675aa2009c2097639a20d168f15560e0e4ac5a85afdea37ff1095cf6a4da2b

Observation 16c8f76d-33e1-421e-982c-d5d5ffe351b6 · outbound

This paper cites Tight aud iting of differentially pri- vate machine learning.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Tight aud iting of differentially pri- vate machine learning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.397790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.981316Z digest=sha256:d3f896efffa8fecfd7f02b3c2d7ce0eb6d2f68bcd176b8f75a331a56fa6aa107

Observation 802af1fc-2624-4ed8-b0ee-825920b5dfa1 · outbound

This paper cites Top 40+ Pre-Employment Assessment T ools.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Top 40+ Pre-Employment Assessment T ools

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.387766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.984552Z digest=sha256:9cfc4d242c97b8af50c43e1770016f78fe9e2231f49ad0702e6f83de024d1318

Observation 14fdb383-045e-44de-8771-ab756edf3736 · outbound

This paper cites A survey of privacy a ttacks in machine learning.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release A survey of privacy a ttacks in machine learning

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.369536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.991139Z digest=sha256:f60b07d449fd6bc17a96eb88ec961a5697b77722424ef228935596402b3f1b5f

Observation 801adb85-5b83-4eb2-be06-0d37a3f3aca4 · outbound

This paper cites Rogers, Aaron Roth, Adam D.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Rogers, Aaron Roth, Adam D

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.359700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.994371Z digest=sha256:3976c0f06e3ded2c642871c5ee2b51971740c547eadec501be7283fb0c6bada1

Observation 2aa17990-0b38-485f-9c95-41c81ceeb7a6 · outbound

This paper cites The role of chance in the census bureau database reconstruction experiment.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release The role of chance in the census bureau database reconstruction experiment

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.349746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.997182Z digest=sha256:493a2ac7dda3cba32010f6024a0561ed853a851dbe2fadf794010bc8a5b9068c

Observation 1341f313-98d8-49ab-9d68-f0fa35fcec4d · outbound

This paper cites Sok: Let the privacy games begin! A unified treatment of data inference privacy in machi ne learning.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Sok: Let the privacy games begin! A unified treatment of data inference privacy in machi ne learning

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.340133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.000226Z digest=sha256:b2f68e97a644dead0a01c01163360003ea418cc073e0f8c9e43d6ccf598f1788

Observation 21d17d79-a875-4354-9064-1870345ea43b · outbound

This paper cites Membership inference attacks against machine learning models.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Membership inference attacks against machine learning models

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.330125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.002989Z digest=sha256:26cf1a9fb76bcdb313119ebfcb0fbdf39f3d83b92505a57309162e1da7b9c03e

Observation 2b652c2f-8ca2-490a-b290-34a7480f45ce · outbound

This paper cites Pri vacy auditing with one (1) training run.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Pri vacy auditing with one (1) training run

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.319853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.005848Z digest=sha256:769ebd61ef1d7364cf4d001c4dee83bfbd9ee8a04e7f411ffb9edbd069b0a3e3

Observation 50ce9bdf-d9f0-4c71-acd7-a6015a675805 · outbound

This paper cites k-anonymity: A model for protecting p rivacy.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release k-anonymity: A model for protecting p rivacy

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.310300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.008348Z digest=sha256:f1e32709dce39ad2b70a7b901e832b9a9d08646d4dd569bf023dc237dcf57c35

Observation f1ad50c0-8def-4233-97b2-c1cdc99a4f11 · outbound

This paper cites Uber releases open source project fo r differential privacy, 2017.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Uber releases open source project fo r differential privacy, 2017

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.300938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.010988Z digest=sha256:ee43dc9bf20221a3c9e14f117bf871617fbae64108df2606005dc103c8aeb716

Observation 3f0fddac-0893-4dd8-9a85-f69b44459cc0 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.292123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.013593Z digest=sha256:d020f79dac1a638ccd77645808d46cee7c2646f1d5c3226ef9454274485754ec

Observation 4b77fd41-5920-4bf3-8c76-a2751ac899c0 · outbound

This paper cites Vapnik and A.Ya.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Vapnik and A.Ya

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.281977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.016210Z digest=sha256:9ab1bb49b999c458bbdde277fcacecead1d236dfd2d7a459573c13c71092489c

Observation daef04dd-6b2e-4b1e-bdd1-1a052794e249 · outbound

This paper cites too much.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release too much

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.271767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.018896Z digest=sha256:c3f81c58ff6a32abd0e941cd860da533818b7e2957fa53937bfbc1228b477c48

Observation 65635d62-8021-456f-adaf-fb065aeb0fff · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.261063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.022267Z digest=sha256:50969be9f689f7849afe56efe8c3f7a3e9e0a8789cf03eda54684092afadb8df

Observation a2b07b9a-c543-4630-be08-e7bf3fdc91a8 · outbound

This paper cites Figure 2: Comparing the definition of sample perfect general ization to a simplified definition of demographic coherence.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Figure 2: Comparing the definition of sample perfect general ization to a simplified definition of demographic coherence

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.251547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.025571Z digest=sha256:6a38e31b4eb3c20b55fb909c9a98325df5bad6754dd8a4e2935d2629d1291f3a

Observation d4ae2276-b908-4bef-a8a2-bfa7a4163e7e · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 60

Resolution
parse uncertain
raw_fallback, observed 2026-08-09T11:32:36.241204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.029897Z digest=sha256:1d049abfd77834076b22d107a6b34c7be182dc596d38a4ef87a05c01ee9f487f

Observation 9dcea707-5f61-4992-a747-6e45cc4a5b0d · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.230338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.033252Z digest=sha256:f8f65141dc961bf3fd73ac5f3a711ef5a83ff639ba5c8d58a8a7de25081bb186

Observation 76674d9a-40f4-4765-8393-dd43f32b46de · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.219730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.036605Z digest=sha256:04d7ee97fa07bcbd33ef8150c6691b903511b5b0c5e8ba945048be1ff0cb52c6

Observation 4a220f39-fee8-44e1-bed4-12d838403466 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.209883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.040228Z digest=sha256:02957ee78ea63b4421793b89a63e6f3f3d367fe40636bc723e0d7c26a47eec81

Observation e7bc3fcc-6ff0-49eb-8e42-23bad4e57ca2 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.199651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.043615Z digest=sha256:c6e500d5445e220e74f65e98951707d5625f3eaa4330f3230054ba2afd5a7399

Observation 8b7f0ac9-cc85-4e61-8b97-26b35ad19d17 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 65

Resolution
parse uncertain
raw_fallback, observed 2026-08-09T11:32:36.189399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.046805Z digest=sha256:3ba55dc83c26e26f41869f152f90f04b70cab50c831f46bac272e81ca92cd0a3

Observation f8fc2d86-ef8e-49e7-8f21-060b71809fd5 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.180323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.049997Z digest=sha256:89e6c5ccaec179684f8b4e1045a7190c64357286bfe86842896c1533ebf24d07

Observation c6aff948-39a7-4895-bdce-5bff214008a3 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 67

Resolution
parse uncertain
raw_fallback, observed 2026-08-09T11:32:36.170823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.053095Z digest=sha256:f7d6a444b522b051a5bf30d5b788578f2164f5e8fe149b84afcc80ed7b768fb5

Observation 3da77f9e-25ae-453b-af1c-896c2b42fb84 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.160413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.056583Z digest=sha256:ac0bc6d38d238c77f34b40b5af57ce690c28699b450ea2182c17a8dad85e3698

Observation 32d9f725-6021-4861-b7b9-5921f1ce224e · outbound

This paper cites good” tuples of outcomes and databases, and (2) a variable Ti that will match Zi for “good events.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release good” tuples of outcomes and databases, and (2) a variable Ti that will match Zi for “good events

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T11:32:36.150111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:36.059816Z digest=sha256:8cf2445750931404f7d026c8ef4d17bb6b851739c888f6a7eef42b754718e596

Observation 18a425f5-3c77-4f9d-91b3-bece7248b4d9 · outbound

This paper cites an unresolved cited work.

Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-09T11:32:36.378332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T11:32:35.987999Z digest=sha256:4238da96e093777f483383f919dfdf3721f99bd07e83271f2ee057bfe54211ea

Pith citing papers

No inbound Pith citation observations are available.