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Paper Citation Record · LEDGER

DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.00248.

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

pith.paper-citation-record.v1
2407.00248 v2

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 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:16:36.294747Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 033ce259-4440-4394-9d90-be198244fb3d · inbound

Defensive Dual Masking for Robust Adversarial Defense cites this paper.

Defensive Dual Masking for Robust Adversarial Defense DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-11T19:16:36.294747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:16:36.294747Z digest=sha256:0c5954bbcf6302c69916fb4db221e53a3d61fa25d09e617e682b105bfba33613

Observation eb494b67-74dc-4a10-8e1f-1d3a8b635a67 · inbound

Adversarial Robustness through Dynamic Ensemble Learning cites this paper.

Adversarial Robustness through Dynamic Ensemble Learning DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T11:22:20.110938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:22:20.110938Z digest=sha256:3e5f7dd44e1e4cfb9afcc9ddd4d3aa9ede2c057cc96bce0f60889e89ee67b601

Observation ba77aeb7-6ab4-4bc3-8db9-8647981812cc · inbound

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models cites this paper.

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-06-26T04:38:59.088707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-26T04:35:51.583460Z digest=sha256:b5329f2d3a919386b17f7cdbd90226a9f7078dd804068e008469000bca26ef48