Paper Citation Record · LEDGER

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models

As of 23 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2601.05150.

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

pith.paper-citation-record.v1
2601.05150 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:47:42.121984Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4e5eec5-7e8d-440c-b7b9-2cd1775e8cde · outbound

This paper cites AI can be easily used to make fake election photos.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models AI can be easily used to make fake election photos

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.179584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f3ee2e-b9c0-4e5f-9086-54c9e845797f · outbound

This paper cites Fake images made to show Trump with Black supporters highlight concerns around AI and elections.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Fake images made to show Trump with Black supporters highlight concerns around AI and elections

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.254151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e00f1b7e-91b6-49a6-9221-fd46cfc79576 · outbound

This paper cites How disinformation defined the 2024 election narrative.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models How disinformation defined the 2024 election narrative

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.308148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37df3946-c211-4e62-8117-8b5f3d77cc24 · outbound

This paper cites OpenAI, Microsoft AI tools generate misleading election images, reser- achers say.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models OpenAI, Microsoft AI tools generate misleading election images, reser- achers say

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.371073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d79eb9-7a2a-45d7-9a96-fb61dfd696de · outbound

This paper cites Spitting Images: Tracking Deepfakes and Generative AI in Elections.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Spitting Images: Tracking Deepfakes and Generative AI in Elections

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.434389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68564d8f-53a2-47bf-bc5b-eebac8b6f960 · outbound

This paper cites Spotting the deepfakes in this year of elections: how AI detection tools work and where they fail.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Spotting the deepfakes in this year of elections: how AI detection tools work and where they fail

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.493013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d94fd8a-3247-48af-9d79-56950bbea7cd · outbound

This paper cites X’s chatbot can now generate AI images.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models X’s chatbot can now generate AI images

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.538233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3df197c-9e00-4286-be44-2bef886377ea · outbound

This paper cites LA protests conspiracy theroies disinformation.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models LA protests conspiracy theroies disinformation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.594133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdab0dcc-2afa-4914-bb6f-ecf5cbd888fd · outbound

This paper cites Sam Altman touts ChatGPT’s 800 million weekly users, double all its main competitors combined.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Sam Altman touts ChatGPT’s 800 million weekly users, double all its main competitors combined

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.623366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 434846a9-d34d-493a-8979-b73c871f47de · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.677402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 743e3089-da41-4040-a01b-d73f7ad161e1 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.707267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eddff4a9-a50d-4a39-9b5a-ed05b0a2f033 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.761218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed189d3e-bd1e-4226-8402-14f97af2ff7c · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.788560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d94cf66-b3c6-4cbd-8922-44ae15260d29 · outbound

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

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Harnessing LLM to Attack LLM-Guarded Text-to-Image Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.843593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbd89465-712f-40d5-8902-d98dad047c4a · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.874788Z

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Unavailable: canonical work link unavailable.

Observation 9020eb41-cb23-4b27-9d3d-f113fdf65485 · outbound

This paper cites Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.898462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ad236e-7cb7-443e-9cd1-9f5a58f18c3d · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.952562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302553f5-7d76-4594-b39c-1f8ee1b99e61 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:40.982578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1775d580-93e8-49ea-9f63-969404d23f3e · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.038766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b40a2ad0-bf71-47c7-bc71-96cf22eb8df8 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.127859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 578261e9-e7a0-4aef-a60a-d14880be6f53 · outbound

This paper cites Safety Alignment for Vision Language Models.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Safety Alignment for Vision Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.187248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb298f4c-9696-4aa2-a1fd-64095bd41e46 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.249858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 085664a2-9fa2-4b2f-8ca6-c245440b1699 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.303484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfb61b36-77c8-4309-975b-08d98b5747cf · outbound

This paper cites Adversarial Attacks on Image Generation With Made-Up Words.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Adversarial Attacks on Image Generation With Made-Up Words

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.477715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34595cda-3422-43bf-b86c-5a7e86519096 · outbound

This paper cites Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.539959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06b18480-2712-4e1b-bc58-3265e16438ca · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.602810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3345a91-f541-4102-b8dd-3d333c6e4b5b · outbound

This paper cites Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.664591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b415753a-7b38-492f-936d-df32557867e6 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.724715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f094c1f-dd5a-4cc5-94b6-4f5c8dd102fe · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.819949Z

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Unavailable: canonical work link unavailable.

Observation f537dbd3-8f42-4338-bc20-0b9d67bad418 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.874651Z

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Unavailable: canonical work link unavailable.

Observation 0069bcd6-9c00-4f3b-ba25-117bf269772c · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.979924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b43d5ae-e6dd-435b-a94b-5284bc411ee2 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:42.063789Z

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Unavailable: canonical work link unavailable.

Observation 869ad401-9110-4c07-890a-d7e85aabfc82 · outbound

This paper cites an unresolved cited work.

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:42.121984Z

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Unavailable: canonical work link unavailable.

Observation 6e657cb9-22ce-497c-85bd-cb60316fdbb4 · outbound

This paper cites In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

$PC^2$: Politically Controversial Content Generation via Jailbreaking Attacks on GPT-based Text-to-Image Models In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T11:47:41.926780Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.