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Paper Citation Record · LEDGER

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective

As of 8 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2505.20955.

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

pith.paper-citation-record.v1
2505.20955 v5

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:15.128253Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

3 of 3 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0dae119-0164-4751-a23a-ec9a44cf25ab · outbound

This paper cites Black-box Membership Inference Attacks against Fine-tuned Diffusion Models.

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective Black-box Membership Inference Attacks against Fine-tuned Diffusion Models

Reference 755

Resolution
unresolved
no resolver link, observed 2026-08-07T13:49:15.007547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:49:15.007547Z digest=sha256:194be334e3d8bcdceadd7b2947caab8d3e94b1d7302ace9ba9314c1a7cf0ded6

Observation b73199ea-53dc-4268-9182-f2ca4e830a3e · outbound

This paper cites A Fourier Space Perspective on Diffusion Models.

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective A Fourier Space Perspective on Diffusion Models

Reference 1974

Resolution
unresolved
no resolver link, observed 2026-08-07T13:49:14.907227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:49:14.907227Z digest=sha256:9eb842e5af0e604885504de45473ddc9d43bdd401b6642526376abeca57c3225

Observation ebf1a77d-4557-41f1-8948-a99b7c3f2ef0 · outbound

This paper cites Finally, it evaluates the membership status based on the distance between the predicted noise and the initial noise.

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective Finally, it evaluates the membership status based on the distance between the predicted noise and the initial noise

Reference 2023

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:49:15.457980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:49:15.128253Z digest=sha256:c7cdf5d8491a4fb330e276eef9a1279746e1ce6b96e59ec95a1e72484b3f1c3d

Pith citing papers

No inbound Pith citation observations are available.