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Paper Citation Record · LEDGER

Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2404.14309.

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

pith.paper-citation-record.v1
2404.14309 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:53:49.683838Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:18:55.612495Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 273752d5-9c32-4cd4-919a-de7a25591e17 · inbound

Evaluating the Robustness of the "Ensemble Everything Everywhere" Defense cites this paper.

Evaluating the Robustness of the "Ensemble Everything Everywhere" Defense Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T14:53:49.683838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:53:49.683838Z digest=sha256:df15df87f3960b7388ca69950ca3e4ea1b88eed37835ec67c2950174a2039b0b

Observation 83229549-ea71-436c-a867-d3bbd7edbfe9 · inbound

Memory Efficient Full-gradient Attacks (MEFA) Framework for Adversarial Defense Evaluations cites this paper.

Memory Efficient Full-gradient Attacks (MEFA) Framework for Adversarial Defense Evaluations Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:01:18.356136Z

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.

source=pdf_text observed=2026-05-08T12:53:11.185208Z digest=sha256:e17f92202a7de443d5dc56b525bf4d5986729f528dfba1332708133e7bde858e

Observation 3dceb567-3a5b-46fd-bb3c-696e18671094 · inbound

Generative AI and Federated Learning for Intrusion Detection Systems: A Survey cites this paper.

Generative AI and Federated Learning for Intrusion Detection Systems: A Survey Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-07-03T20:18:55.615838Z

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.

source=pdf_text observed=2026-07-03T20:18:02.667339Z digest=sha256:1f3ca8269cdb7f51049e7709043831a8fec16a8fbbccf1ab62d22ad7838a1734