Paper Citation Record · LEDGER

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization

As of 13 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2412.12212.

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

pith.paper-citation-record.v1
2412.12212 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:07:38.214735Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact3
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ec4c33ce-3ff2-4fdf-bcf8-aea72f0c7b54 · outbound

This paper cites online" 'onlinestring :=.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.047409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4009f43-accd-4be8-a701-240bd3f0b14b · outbound

This paper cites write newline.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.054191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5803064-896a-427d-bc83-b8a126384d92 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:07:38.965704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2fa5d753-03f6-4287-a721-20c0f857a780 · outbound

This paper cites Harnessing LLM to Attack LLM-Guarded Text-to-Image Models.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Harnessing LLM to Attack LLM-Guarded Text-to-Image Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.069951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36ee83e2-09eb-4647-828c-a84719ee86e6 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.078463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabe61a5-0a86-4e50-9753-4bed9ec380c0 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-11T15:07:38.296037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e89c9370-4984-46b4-8ffd-1e0ebf121e1f · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.093569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ccf99c1-6981-4c46-8910-374fbc1f9aa1 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:07:38.937401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aa425084-8034-4ca3-843b-3abdd7a65d05 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.108264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f4bc15-3e67-43ed-a889-b9403856d217 · outbound

This paper cites Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:07:38.675219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 957c049c-046e-4568-b72c-3612370b5ed8 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:07:38.916486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72645a48-19bc-41b3-be1d-3d05baf056d3 · outbound

This paper cites GPT-4 Technical Report.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization GPT-4 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.125786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3f6b07-6db8-42bd-8abd-981a479111b1 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:07:38.879687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 02e90817-8634-4d45-976e-521b5aa02bec · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.139017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dae5b66d-3ab5-4b09-993d-15fb76e2d4f7 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.144249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a22ef0a-29c9-43c9-adf6-772e2aa8428d · outbound

This paper cites Red-Teaming the Stable Diffusion Safety Filter.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Red-Teaming the Stable Diffusion Safety Filter

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.150480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf368856-7f2e-41d3-b17e-c4d111872340 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:07:38.846995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b978ba77-4765-438a-9198-997da80cf283 · outbound

This paper cites an unresolved cited work.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T15:07:38.272837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e3dfcf2b-21a7-4f2b-a39e-ae4003a97da7 · outbound

This paper cites DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.173003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c41dbb-717f-4f2e-bf7b-c0d22face1d1 · outbound

This paper cites Universal Prompt Optimizer for Safe Text-to-Image Generation.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.187185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac7da3e-24e2-4dd3-9d8d-4d88cce8b880 · outbound

This paper cites GuardT2I: Defending Text-to-Image Models from Adversarial Prompts.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization GuardT2I: Defending Text-to-Image Models from Adversarial Prompts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.214735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.