Paper Citation Record · LEDGER

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models

As of 22 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2509.03341.

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

pith.paper-citation-record.v1
2509.03341 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:35:03.671430Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 57032549-3058-41e3-8394-a9e87e6f7d25 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.564828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a0bf04c-b93e-4df0-bba0-380e9cba953d · outbound

This paper cites write newline.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.569199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f8caec6-ac0c-4437-bfc2-bcbb285bced3 · outbound

This paper cites B.; Mironov, I.; Talwar, K.; and Zhang, L.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models B.; Mironov, I.; Talwar, K.; and Zhang, L

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.573605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17d2b3c-9d28-4eaa-9e69-0dd92e770c06 · outbound

This paper cites Private GANs, Revisited.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Private GANs, Revisited

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.577815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d434ddce-4160-44a7-a3c9-847e7d47e454 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.960364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1e7f10da-8757-4bfd-944b-f552ccf70300 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.586052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af11cc2c-8293-4e03-8836-f1fac746d91b · outbound

This paper cites Extracting Training Data from Diffusion Models.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Extracting Training Data from Diffusion Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.590078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ca20146-ba94-4d26-9e59-660a56552c90 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.939673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d7ceffcb-f9bc-4721-b08e-b6901509cdc3 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.927712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation af8b1502-90b7-4b45-94e1-a2c11e2c1685 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.915879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0e5b2d5-79cc-435b-a89b-760db2f9b87a · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.904535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e967d961-8806-4b11-8731-08d86b1716bd · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.893176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2854b922-e776-4a69-9a64-ecb6527cb064 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.881155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2ce6dd73-fee1-4e96-a348-bdd92117a5a9 · outbound

This paper cites Differentially Private Diffusion Models Generate Useful Synthetic Images.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Differentially Private Diffusion Models Generate Useful Synthetic Images

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.616287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6007e00-5196-4f36-ad6a-fc0f5c9f41ed · outbound

This paper cites Generative Adversarial Networks.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Generative Adversarial Networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.620298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e236c0-0b17-4ed2-8354-fe0d3908001d · outbound

This paper cites Train faster, generalize better: Stability of stochastic gradient descent.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Train faster, generalize better: Stability of stochastic gradient descent

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.624093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f007c484-c87e-411f-957f-01fad27dab06 · outbound

This paper cites GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.627962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d5a529a-9807-4479-8b5b-163ccb746660 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Denoising Diffusion Probabilistic Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.631975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c11e36a-8c93-404a-95bd-0f1b9d118ccf · outbound

This paper cites Elucidating the Design Space of Diffusion-Based Generative Models.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Elucidating the Design Space of Diffusion-Based Generative Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.635964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ea70845-4730-4d7c-80ff-284d9c39df8f · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.640918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b99062-7d98-4ed6-a42c-7cf8e0047d31 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.863559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3c263ea8-a928-43c0-92ff-dcfeb8a5a940 · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:35:03.851471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c54489bb-94d4-4ba3-a13e-4ba1f40683ac · outbound

This paper cites an unresolved cited work.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.652136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8ce13f-1995-414a-8274-4fc94afc5810 · outbound

This paper cites Generative Modeling by Estimating Gradients of the Data Distribution.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Generative Modeling by Estimating Gradients of the Data Distribution

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.655584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f809d73-8fdb-4d81-ac3c-441717705cef · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Score-Based Generative Modeling through Stochastic Differential Equations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.659258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ae8c77-b9cc-4262-9368-06b0dba68112 · outbound

This paper cites Differentially Private Generative Adversarial Network.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Differentially Private Generative Adversarial Network

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.663029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47093cd7-9c59-42c3-a678-a92c9a3ef823 · outbound

This paper cites Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.666736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c0a7ec-340d-40c9-8205-668454718ef8 · outbound

This paper cites Opacus: User-Friendly Differential Privacy Library in PyTorch.

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models Opacus: User-Friendly Differential Privacy Library in PyTorch

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T16:35:03.671430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.