Pith. sign in

Paper Citation Record · LEDGER

Real-time Identity Defenses against Malicious Personalization of Diffusion Models

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-07T08:00:33.307429Z digest=sha256:ae35cec21ae51d11db6aa21a4bcd885be94755570d1276b20672b61543cd4992

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T09:11:02.183133Z digest=sha256:95a41e4faf660efa587321cb0ed9c11f2f10a7298916b8815cdbf31cd4c9f564

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T05:30:59.903879Z digest=sha256:2dc9be449a0ea2fec583a783e3406dda31afa8869fed2ed4f0e2ea93ae63a93d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-26T10:56:11.553110Z digest=sha256:2e7b73c95feada063bdfb639e1dc43da565a18c89c3259ef473c9688aa7c4de2

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-26T10:53:00.139187Z digest=sha256:17bf4c80b641eae4215dca464634699db16e388ea6fa05b4b3c2210662bbc495