Paper Citation Record · LEDGER

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding

As of 18 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 4 inbound Pith citation observations for arXiv:2411.10329.

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

pith.paper-citation-record.v1
2411.10329 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:48:02.216096Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:53:15.105299Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy37
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 5d63717e-d6de-4da3-95df-63da37f86222 · outbound

This paper cites Negative prompt.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Negative prompt

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:03.114815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3707feac-885d-40a3-904d-f2189da4c906 · outbound

This paper cites Improving image generation with better captions.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Improving image generation with better captions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:03.098237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 50200228-6e41-4424-95d1-5857b2aa0f40 · outbound

This paper cites Easily accessible text-to-image generation ampli- fies demographic stereotypes at large scale.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Easily accessible text-to-image generation ampli- fies demographic stereotypes at large scale

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:03.082490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 08f58c45-2b9c-468b-9d8e-ce98539d0300 · outbound

This paper cites Multimodal datasets: misogyny, pornography, and malignant stereotypes.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Multimodal datasets: misogyny, pornography, and malignant stereotypes

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:01.986558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1429d11-4d8b-4727-859b-fb50b131185e · outbound

This paper cites A., J IA, H., T RAVERS , A., Z HANG , B., L IE, D., AND PAPERNOT , N.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding A., J IA, H., T RAVERS , A., Z HANG , B., L IE, D., AND PAPERNOT , N

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:03.066093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ab3ff125-40df-4ce3-a5cf-cfe15b0e73b6 · outbound

This paper cites Illegal trade in ai child sex abuse images exposed.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Illegal trade in ai child sex abuse images exposed

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:03.049759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 73825693-35e4-4bc2-aa7e-2f4eec7c41c0 · outbound

This paper cites People are creating an average of 34 million im- ages per day.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding People are creating an average of 34 million im- ages per day

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:03.033453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation baccb170-33af-45bb-99bd-35804dfe5180 · outbound

This paper cites Erasing concepts from diffusion models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Erasing concepts from diffusion models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:03.014651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 31958e47-82ae-4f1d-a13b-fd0ff8bb845d · outbound

This paper cites W., WALLACH , H., I II, H.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding W., WALLACH , H., I II, H

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.996821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 18560a69-16f9-4837-8602-ff99ef873043 · outbound

This paper cites Generative ai prohibited use policy.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Generative ai prohibited use policy

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.980773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4fa17def-a5fa-48cc-bf3e-7b428e3d305c · outbound

This paper cites an unresolved cited work.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:48:02.964997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2af5e75-ee89-42aa-8a24-1346da96a588 · outbound

This paper cites J., AND TAO, D.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding J., AND TAO, D

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.949636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3eae775b-71fa-4312-8fa9-d2f1841c73d4 · outbound

This paper cites The Llama 3 Herd of Models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding The Llama 3 Herd of Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.030990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3250851a-750a-430d-8c98-75cdc5ede536 · outbound

This paper cites Diffit: Diffusion vision transformers for image generation.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Diffit: Diffusion vision transformers for image generation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.934454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 48492258-0bfd-48a8-b8bd-c797fc2350ee · outbound

This paper cites Denoising diffusion probabilistic models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Denoising diffusion probabilistic models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.040593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a8f053d-79af-481d-952a-6b076c0339eb · outbound

This paper cites J., M URTY, M.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding J., M URTY, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.908015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8e2c679c-f130-459a-9d10-dac0695072d1 · outbound

This paper cites R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.049451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96c37def-4583-43bf-acce-5d1aab293fef · outbound

This paper cites Auto-Encoding Variational Bayes.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Auto-Encoding Variational Bayes

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.054428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8806861-a760-4857-8777-6f438c2d8da6 · outbound

This paper cites Ablating concepts in text-to-image diffusion models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Ablating concepts in text-to-image diffusion models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.891301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d09e4ef2-4276-4038-b7a1-37c13714a51f · outbound

This paper cites Auditing image-based nsfw classifiers for content filtering.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Auditing image-based nsfw classifiers for content filtering

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.876148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 480e79ef-a454-45eb-9335-e28fdbe38319 · outbound

This paper cites SafeGen: Mitigating Sexually Explicit Content Genera- tion in Text-to-Image Models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding SafeGen: Mitigating Sexually Explicit Content Genera- tion in Text-to-Image Models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.861566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c8693030-d152-4c37-a43d-e37790cff110 · outbound

This paper cites an unresolved cited work.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:48:02.846417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e618bc27-0f06-4edf-a846-f7ffb7d4a482 · outbound

This paper cites Latent guard: a safety framework for text-to-image generation.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Latent guard: a safety framework for text-to-image generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.831190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dbef9831-4e60-487a-87a4-a6a82e0c52cf · outbound

This paper cites an unresolved cited work.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:48:02.815796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b506a826-36f5-418f-a2a5-b5d12059a8fd · outbound

This paper cites One-dimensional adapter to rule them all: Concepts diffusion models and erasing applications.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding One-dimensional adapter to rule them all: Concepts diffusion models and erasing applications

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.800559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cdd3216d-4545-4677-ae36-24ec59e637e4 · outbound

This paper cites Safety checker model card.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Safety checker model card

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.784764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 43074a30-2155-46c9-83c8-860cdd5bd2d7 · outbound

This paper cites an unresolved cited work.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:48:02.769377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b10d198a-924f-4b93-b62a-4b78926b9c6e · outbound

This paper cites Moderati onapi.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Moderati onapi

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.753975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 669d4310-81c6-45c0-89d7-dd816fd0ca7b · outbound

This paper cites O., C OHEN , N., M ITTAL , G., AND HEGDE , C.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding O., C OHEN , N., M ITTAL , G., AND HEGDE , C

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.737480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6767a3d9-278f-4027-b57d-bbc7d0bf5530 · outbound

This paper cites Safe-clip: Removing nsfw concepts from vision- and-language models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Safe-clip: Removing nsfw concepts from vision- and-language models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.721044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21c17d42-c448-443a-8fd2-f5ba5d1a55b2 · outbound

This paper cites Unsafe diffusion: On the generation of unsafe images and hateful memes from text-to-image models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Unsafe diffusion: On the generation of unsafe images and hateful memes from text-to-image models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.704801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5bede5cd-72db-4134-b179-e5391ba59519 · outbound

This paper cites W., H ALLACY , C., R AMESH , A., G OH, G., AGARWAL , S., S ASTRY, G., A SKELL , A., M ISHKIN , P., C LARK , J., ET AL.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding W., H ALLACY , C., R AMESH , A., G OH, G., AGARWAL , S., S ASTRY, G., A SKELL , A., M ISHKIN , P., C LARK , J., ET AL

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.687466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fcbee2d0-1c88-4940-b046-16d1c1cdbbd9 · outbound

This paper cites Zero-shot text-to-image generation.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Zero-shot text-to-image generation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.671596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 665d7a81-5bd2-4dbd-a15b-7351f3a4a76c · outbound

This paper cites Red-teaming the stable diffusion safety filter.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Red-teaming the stable diffusion safety filter

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.656204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e73cc2f2-feba-4565-bcbd-4c13b37d8182 · outbound

This paper cites Cola: A benchmark for compositional text-to- image retrieval.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Cola: A benchmark for compositional text-to- image retrieval

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.639305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 64553d34-25c8-4654-8911-2f2f5c78cd83 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding High-resolution image synthesis with latent diffusion models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.621329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51951922-2ffc-4c93-bae8-810002fb1794 · outbound

This paper cites U-net: Convo- lutional networks for biomedical image segmentation.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding U-net: Convo- lutional networks for biomedical image segmentation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.142747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6150917-c0aa-4c26-bff7-69679c571d70 · outbound

This paper cites Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.590559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f1dea587-942d-40de-8240-cd2dbd7d42af · outbound

This paper cites an unresolved cited work.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:48:02.571632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 26bce9ac-029a-4810-ab51-96791ea10533 · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Laion-5b: An open large-scale dataset for training next generation image-text models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.554679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 750cb369-63a9-4fe5-9425-2da51c0266fd · outbound

This paper cites Make-A-Video: Text-to-Video Generation without Text-Video Data.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Make-A-Video: Text-to-Video Generation without Text-Video Data

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.160390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb9a39d9-e19d-4bf8-870d-767031372be9 · outbound

This paper cites Denoising diffusion implicit models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Denoising diffusion implicit models

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.536536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 96cfdfc0-d40d-429f-a310-9af4b41f5a2e · outbound

This paper cites Stable diffusion v1 model card.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Stable diffusion v1 model card

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.518777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0d9373a-6e4d-47f1-bf29-6ed7d757b0ed · outbound

This paper cites Stable diffusion v2.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Stable diffusion v2

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.499123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 77af1553-f01a-48ff-99c2-9a85eabb11d1 · outbound

This paper cites Stable diffusion 3 medium.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Stable diffusion 3 medium

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.480335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 01ee1850-f7e5-4388-9e9c-1e1f4d63b988 · outbound

This paper cites Rickrolling the artist: Injecting backdoors into text encoders for text-to-image synthesis.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Rickrolling the artist: Injecting backdoors into text encoders for text-to-image synthesis

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.461450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 03a708c8-f844-4cb9-8efb-80ee950ab7a2 · outbound

This paper cites Y., L I, B., C HEN , P.-Y., Y U, C.-M., AND HUANG , C.-Y.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Y., L I, B., C HEN , P.-Y., Y U, C.-M., AND HUANG , C.-Y

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.441678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a685f6d-80f0-4d3b-bd2d-e785cad59384 · outbound

This paper cites Moderator: Moderating text-to-image diffusion models through fine- grained context-based policies.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Moderator: Moderating text-to-image diffusion models through fine- grained context-based policies

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.423233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2dc1d9c4-848a-4b5a-a3f5-d62f5f523753 · outbound

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

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.196899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb5f4c8b-0fc3-42aa-8d6a-b100d50a0af9 · outbound

This paper cites Mma-diffusion: Multimodal attack on diffusion models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Mma-diffusion: Multimodal attack on diffusion models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:48:02.399304Z

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Observation badbaaef-5f7b-4196-b535-f8e91733fc42 · outbound

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

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding GuardT2I: Defending Text-to-Image Models from Adversarial Prompts

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.206662Z

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Observation 6ae6df27-f19a-454b-99e8-0c558248e944 · outbound

This paper cites SneakyPrompt: Jailbreaking Text-to-image Generative Models.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding SneakyPrompt: Jailbreaking Text-to-image Generative Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.211333Z

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Observation 6feba860-730c-4d94-9ac9-17b0d3b18f6d · outbound

This paper cites Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.216096Z

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Pith citing papers

Observation 1744acfb-3fc8-453d-9ab2-30256de8ebe0 · inbound

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey cites this paper.

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding

Reference 116

Resolution: unresolved; no resolver link, observed 2026-08-12T20:53:15.105299Z

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Observation 70600ec1-3c6e-4939-8922-1a0945845678 · inbound

Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression cites this paper.

Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:49.902106Z

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Observation 8b988b2f-34ed-4ccd-9eac-a81f6ee24841 · inbound

SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training cites this paper.

SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:28:14.154680Z

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Observation c53348d3-4541-4f80-8c71-ad298347a3e2 · inbound

AEGIS: A Mechanism-Guided Defense against Visual Synonym Jailbreaks in Text-to-Image Models cites this paper.

AEGIS: A Mechanism-Guided Defense against Visual Synonym Jailbreaks in Text-to-Image Models Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding

Reference 31

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T16:15:06.132093Z

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