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Paper Citation Record · LEDGER

Real-time Identity Defenses against Malicious Personalization of Diffusion Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2412.09844.

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

pith.paper-citation-record.v1
2412.09844 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:34:21.340309Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:49:42.593658Z

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 cb5db6db-aff2-4a77-a205-7c7397ecca8f · inbound

Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.

Leveraging Verifier-Based Reinforcement Learning in Image Editing Real-time Identity Defenses against Malicious Personalization of Diffusion Models

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:06:27.547902Z

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=2026-05-07T08:00:33.307429Z digest=sha256:3d7ee5bc15b21e0a68abe2a5e4f485ea36a59e56cf747adbab4e3395aa778030

Observation 1b305c07-0fd7-4292-83aa-d74922e38ecc · inbound

Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.

Leveraging Verifier-Based Reinforcement Learning in Image Editing Real-time Identity Defenses against Malicious Personalization of Diffusion Models

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-21T09:14:05.979382Z

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=2026-05-21T09:11:02.183133Z digest=sha256:60c26d3def822b53ec77ef654095c93094cf7e2c910a9a879563cad67d5d5fe9

Observation 8dcbe8e9-03d9-4b7f-8846-1516d925ba74 · inbound

Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction cites this paper.

Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction Real-time Identity Defenses against Malicious Personalization of Diffusion Models

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:33:58.705807Z

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=2026-05-21T05:30:59.903879Z digest=sha256:b89ca15d7f44515b576ff7bcde180d9b6d9f5418667094d7bdd62f0c92f8632c

Observation fd09a36c-01f9-4835-9656-4cdec9a2fc03 · inbound

Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction cites this paper.

Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction Real-time Identity Defenses against Malicious Personalization of Diffusion Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T13:34:21.340309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:34:21.340309Z digest=sha256:0f3dda9acc5946dcc3b6113844e71d3333a6a89b6e2233c9cb8ddfdfbfc19342

Observation 170f1313-06e1-4271-91dc-ea8ad79dc4a2 · inbound

Customizing Video Portraits via Identity-ActionDecoupling cites this paper.

Customizing Video Portraits via Identity-ActionDecoupling Real-time Identity Defenses against Malicious Personalization of Diffusion Models

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T08:49:42.408122Z

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=arxiv_source observed=2026-06-26T10:56:11.553110Z digest=sha256:f1d23bc9578faa54217c19c4eb95e211bb6188ba4dca8fbbf3c10d3dfed49194

Observation c99a0d58-ffb8-4f31-9987-60d850ddd9bc · inbound

Interest Entanglement: The Hidden Barrier to Blind Super-Resolution Optimization cites this paper.

Interest Entanglement: The Hidden Barrier to Blind Super-Resolution Optimization Real-time Identity Defenses against Malicious Personalization of Diffusion Models

Reference 116

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T08:49:42.594948Z

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=arxiv_source observed=2026-06-26T10:53:00.139187Z digest=sha256:01051b10865e0b3b62a1daeb80ce429596551d77cf8d1fa863c66a77c7cd1bb7