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Paper Citation Record · LEDGER

Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2407.21035.

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

pith.paper-citation-record.v1
2407.21035 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:16:59.097977Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:16:24.637784Z

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 0ee3fc99-c9b9-4020-96ff-ee369b5bb5ba · inbound

PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models cites this paper.

PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:52:37.719333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T05:47:38.650729Z digest=sha256:e53786553a09a1e491d0344c88dcb47f1fd0c0abdc635bbaca3c19b7625e8666

Observation 5465c0b5-06cd-4b7b-9fa8-6546f635fc50 · inbound

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models cites this paper.

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T04:16:59.097977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:16:59.097977Z digest=sha256:01da78c2892426ce97e95e6bf6384ef65b1c7c46e3ead7133f87e96bab1feee0

Observation b13a4aad-ef7d-4ead-9caf-bec1f5e7ebec · inbound

SecureT2I: No More Unauthorized Manipulation on AI Generated Images from Prompts cites this paper.

SecureT2I: No More Unauthorized Manipulation on AI Generated Images from Prompts Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T20:12:35.980892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:12:35.980892Z digest=sha256:6cd1800b39796774e972f11a8bd79dc876585cb0bcb8dcd42a1d27ff85f30837

Observation df1ae67e-d57d-4e06-8d9c-36b317e4a272 · inbound

ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models cites this paper.

ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T12:15:04.554411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:15:04.554411Z digest=sha256:60334297583cd0e7467cfb5d2da36b61cf0310f87659e469a15442c653903be7

Observation 07a2b011-454a-425c-a4a5-be70884b042f · inbound

You Don't Need All That Attention: Surgical Memorization Mitigation in Text-to-Image Diffusion Models cites this paper.

You Don't Need All That Attention: Surgical Memorization Mitigation in Text-to-Image Diffusion Models Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T21:27:19.395757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T21:27:19.395757Z digest=sha256:e786bd2eb0446d6c844e5e8bf59adfb489b1629bfbb61c03f8fbc340a5e24662

Observation 5196b345-f2f9-48ad-a89f-8da45fdc9c53 · inbound

What Concepts Lie Within? Detecting and Suppressing Risky Content in Diffusion Transformers cites this paper.

What Concepts Lie Within? Detecting and Suppressing Risky Content in Diffusion Transformers Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:06:26.464063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T04:35:39.370969Z digest=sha256:e07602efa653d5797bd9fb2af930855d2165f75977c955da5191c931c123869f

Observation e403fd4d-1ede-42c3-a781-0cde719507df · inbound

CoreUnlearn: Rethinking Concept Unlearning through Disentangled Component-Level Erasure in Text-guided Diffusion Models cites this paper.

CoreUnlearn: Rethinking Concept Unlearning through Disentangled Component-Level Erasure in Text-guided Diffusion Models Direct Unlearning Optimization for Robust and Safe Text-to-Image Models

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:16:24.639609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T14:28:30.844629Z digest=sha256:3bc831b907582fce8ff90f5b392d76ee1d9d729cd98ac8bd7b8cf567ef1b813f