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Paper Citation Record · LEDGER

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation

As of 18 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2508.01272.

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

pith.paper-citation-record.v1
2508.01272 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:48:34.147423Z

measured 51 of 51 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:32:12.060869Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T22:32:12.963581Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact2
  • verified fuzzy38
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb069259-c7e2-4dbf-a077-4ea5068bd6ce · outbound

This paper cites GPT-4 Technical Report.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:29.744486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:29.744486Z digest=sha256:76df8fc0a4f55e5cb0393f1c8e82e3abdedd0eac8df0edda3d5c7ca9a3f8f0e1

Observation 38486688-1ed3-41a7-90b6-eb4ce7091895 · outbound

This paper cites Distorting embedding space for safety: A defense mechanism for adversarially robust dif- fusion models, 2025.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Distorting embedding space for safety: A defense mechanism for adversarially robust dif- fusion models, 2025

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:41.317009Z

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.

source=pdf_text observed=2026-08-06T05:48:29.794091Z digest=sha256:2a5644119a30ec32d4ce8572b4250f82d348084b2d65832bed31fe7e6f5b4372

Observation 67da2993-3a0d-4a4c-916b-3c96b258dd91 · outbound

This paper cites Stable Diffusion V1-4.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Stable Diffusion V1-4

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:41.133781Z

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.

source=pdf_text observed=2026-08-06T05:48:29.884067Z digest=sha256:0b8efdbd1a249d58fec5d4bd365f32f6392fd36eadbe81a9cee462f09c8ad94e

Observation e022a6f3-4907-4124-82bb-69c168da8add · outbound

This paper cites Harnessing LLM to attack LLM-guarded text-to-image models, 2024.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Harnessing LLM to attack LLM-guarded text-to-image models, 2024

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:40.971321Z

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.

source=pdf_text observed=2026-08-06T05:48:30.007967Z digest=sha256:56a63b68fd57a94db79348964da5df301e17b5a5e2415979680c4dd5c9bde5a1

Observation 9a0cd097-f404-4df1-8045-736caa94d5b4 · outbound

This paper cites PRJ: Perception–Retrieval–Judgement for Generated Im- ages.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation PRJ: Perception–Retrieval–Judgement for Generated Im- ages

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:40.734073Z

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.

source=pdf_text observed=2026-08-06T05:48:30.096016Z digest=sha256:b91b537ec528bf457850e0e2e03ad10c0782d316f5036fa1fbdad7625e3d5452

Observation 82fea954-9730-4131-83f8-71fb521009a8 · outbound

This paper cites Bermano, Gal Chechik, and Daniel Cohen-Or.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Bermano, Gal Chechik, and Daniel Cohen-Or

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:40.576979Z

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.

source=pdf_text observed=2026-08-06T05:48:30.156459Z digest=sha256:7135a3654f6e5934a5da9c56920856ac894ac8aabe46331f1a57028fb2a2d744

Observation 0dfd38ff-4fcc-4ecd-a844-fadced6e605a · outbound

This paper cites Unified concept editing in dif- fusion models, 2024.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Unified concept editing in dif- fusion models, 2024

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:40.402214Z

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.

source=pdf_text observed=2026-08-06T05:48:30.319517Z digest=sha256:8c8ba842a05594ffc240840cd1749a6e5670e05c33a8a5a1012e679de082ad44

Observation 4d820964-bbf4-4a64-b55e-73ad1b85070e · outbound

This paper cites RT-attack: Jailbreaking text-to-image models via random token, 2024.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation RT-attack: Jailbreaking text-to-image models via random token, 2024

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:40.246134Z

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.

source=pdf_text observed=2026-08-06T05:48:30.413155Z digest=sha256:cce497baf8eb72b7ac4bf05517aa496c7eed6ef245da96021f49719cdab73bc7

Observation 60e79cb4-b9ac-43ee-b8eb-3f1843ac3d1c · outbound

This paper cites A comprehensive evaluation framework for deep model robustness.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation A comprehensive evaluation framework for deep model robustness

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:40.020828Z

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.

source=pdf_text observed=2026-08-06T05:48:30.527612Z digest=sha256:d6e55ba5f63d92c93cc744d0409a81f1bf4d4c9bb6df86a3418aff4f8906572c

Observation f17f7327-3834-4370-8fc9-110f48343850 · outbound

This paper cites CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks

Reference 10

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unresolved
no resolver link, observed 2026-08-06T05:48:30.653628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:30.653628Z digest=sha256:49dcd2fed588a46b9840434878fc7b002f1fa105139af7e4e82395e9dfc995d2

Observation cff10742-0ac3-4f25-a823-d691efe49401 · outbound

This paper cites Detoxify, 2020.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Detoxify, 2020

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:39.894828Z

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.

source=pdf_text observed=2026-08-06T05:48:30.764594Z digest=sha256:7d72e8a9e4d2af3aadb57b95990cf46b8b2405ca8b4d6eca113b41a5acfea902

Observation c30dd53a-47a2-4715-94e4-b646d0c680fb · outbound

This paper cites Denoising dif- fusion probabilistic models.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Denoising dif- fusion probabilistic models

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:39.731265Z

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.

source=pdf_text observed=2026-08-06T05:48:30.906446Z digest=sha256:8bc79ddd43f69ac92877d2c13d86c94c58fe2b453fad803486e46ec1729f8bce

Observation 43d18d3d-9c78-425d-96b5-ef413592dae9 · outbound

This paper cites SafeText: Safe text-to-image models via aligning the text en- coder, 2025.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation SafeText: Safe text-to-image models via aligning the text en- coder, 2025

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:39.522459Z

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.

source=pdf_text observed=2026-08-06T05:48:31.027940Z digest=sha256:764ad6de8ed6d15a8d2fc43c9560e6c793eb2dabde00fe455e483476602287c3

Observation 3e441cc9-1545-414d-9bbb-79211bccc011 · outbound

This paper cites Optimal control and filtering for hierarchical decision prob- lems with h ınfty constraint based on stackelberg strategy.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Optimal control and filtering for hierarchical decision prob- lems with h ınfty constraint based on stackelberg strategy

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:39.347088Z

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.

source=pdf_text observed=2026-08-06T05:48:31.152471Z digest=sha256:42c3cfe45ffe9eb00c3d77790ddefe02f0de09e7a659dd9f40ed24400c6f00ba

Observation a2b23db5-1b66-425a-bccb-6c5b34fe366f · outbound

This paper cites CogMorph: Cog- nitive morphing attacks for text-to-image models, 2025.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation CogMorph: Cog- nitive morphing attacks for text-to-image models, 2025

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:39.136193Z

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.

source=pdf_text observed=2026-08-06T05:48:31.254509Z digest=sha256:17cf5786dcb3c57aa5b9e1c53cecddd2e78ff43a232c12d489ead837cdd00fc7

Observation 96b2db9f-18fd-4df5-be38-249fcf7a4e8f · outbound

This paper cites SafeGen: Mitigating sexually explicit content generation in text-to-image models.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation SafeGen: Mitigating sexually explicit content generation in text-to-image models

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:38.945347Z

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.

source=pdf_text observed=2026-08-06T05:48:31.340113Z digest=sha256:13ca848331da0c8a2920758892f9e9df8a89570e215ebd1293fb327181296d62

Observation 530753f8-f3e3-4448-bb1b-c71fe8d952a0 · outbound

This paper cites BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning

Reference 17

Resolution
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no resolver link, observed 2026-08-06T05:48:31.458929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:31.458929Z digest=sha256:9eac16533e869289a07988c286f1f72e9741bf0f6ad59867b7216eba83782efb

Observation 6fe94069-521a-4401-9671-b154cc9c9e28 · outbound

This paper cites Re- visiting backdoor attacks against large vision-language mod- els from domain shift.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Re- visiting backdoor attacks against large vision-language mod- els from domain shift

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:38.733040Z

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.

source=pdf_text observed=2026-08-06T05:48:31.525555Z digest=sha256:401b923427be1f9c95d0fa8f61bedf6a6c11b594f1891d1ecd0d5066d08ce882

Observation cb9f7893-f182-42ee-95f0-752afcaef785 · outbound

This paper cites T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:31.618529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:31.618529Z digest=sha256:98e337cfd8ac0bd27e018fd2f7d73cc709c1bcc33510458f057ce1079d0085f8

Observation 151435ef-9b65-4af7-9b32-be04a2ce2142 · outbound

This paper cites Lawrence Zitnick, and Piotr Doll ´ar.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Lawrence Zitnick, and Piotr Doll ´ar

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:38.573891Z

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.

source=pdf_text observed=2026-08-06T05:48:31.703188Z digest=sha256:be84b9a9fc4d5ce26ef2e9256981b6db26b1986c8ecbfc17c7cc4d869f09bac0

Observation 4c431097-5725-4191-8c38-99b9389b279b · outbound

This paper cites Perceptual-sensitive gan for generating adversarial patches.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Perceptual-sensitive gan for generating adversarial patches

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:38.407918Z

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.

source=pdf_text observed=2026-08-06T05:48:31.787206Z digest=sha256:5feeac0cd2c571879d539007c23ab363a55307d902fc3f8c2b59c0fe09e3aca7

Observation 9b68c8f7-ff0a-40ab-8322-2089cf3f455b · outbound

This paper cites Spatiotemporal attacks for embodied agents.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Spatiotemporal attacks for embodied agents

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:38.218530Z

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.

source=pdf_text observed=2026-08-06T05:48:31.884247Z digest=sha256:407f576a136e982d89f767612ff15469e8a1d421ac21fbbd01f19a10a4b13d82

Observation db60c617-1e9f-4ba9-8ff1-369539526bd4 · outbound

This paper cites Bias-based universal adver- sarial patch attack for automatic check-out.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Bias-based universal adver- sarial patch attack for automatic check-out

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:38.000619Z

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.

source=pdf_text observed=2026-08-06T05:48:31.968049Z digest=sha256:d03747eb6cb934ea7c19ff22792a3672f4c6abbe41047bcedb6649894174d5c4

Observation 37afec21-fd77-433b-805b-a255d99f773f · outbound

This paper cites Training robust deep neural networks via adversarial noise propagation.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Training robust deep neural networks via adversarial noise propagation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:37.829662Z

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.

source=pdf_text observed=2026-08-06T05:48:32.070140Z digest=sha256:dea58ca9fc8630763f44148b80235047a51d51f3158f852bd09cd8a1083d5591

Observation 1982fda3-23ac-437a-9089-7fd7ea48d7e7 · outbound

This paper cites X-adv: Physical adversarial object attacks against x-ray prohibited item detection.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation X-adv: Physical adversarial object attacks against x-ray prohibited item detection

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:32.171011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:32.171011Z digest=sha256:c867be19af93338772669e83c25b22ed7bdcb340ac5de583444999083a17b112

Observation 732ee33d-5524-43c8-8366-9ba96a376f27 · outbound

This paper cites Towards defend- ing multiple lp-norm bounded adversarial perturbations via gated batch normalization.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Towards defend- ing multiple lp-norm bounded adversarial perturbations via gated batch normalization

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:37.612669Z

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.

source=pdf_text observed=2026-08-06T05:48:32.261376Z digest=sha256:46546096aa6f6fe70e6a692118b5b00ef118d7bcd8005b2088853c6b4bf88bfd

Observation 3f3a55c7-3121-4ec5-a812-15a548e7313a · outbound

This paper cites Exploring the rela- tionship between architecture and adversarially robust gen- eralization.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Exploring the rela- tionship between architecture and adversarially robust gen- eralization

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:37.437037Z

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.

source=pdf_text observed=2026-08-06T05:48:32.355687Z digest=sha256:c1e344c42bcb86504fab43b20662acca97fb9d9a6204c8ff54866418139b1949

Observation d4d8fe23-6cdb-47b3-b9e4-c733246331ea · outbound

This paper cites Towards Defending Multiple $$\ell p$$-Norm Bounded Adversarial Perturba- tions via Gated Batch Normalization.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Towards Defending Multiple $$\ell p$$-Norm Bounded Adversarial Perturba- tions via Gated Batch Normalization

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:37.309988Z

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.

source=pdf_text observed=2026-08-06T05:48:32.426742Z digest=sha256:0b09223dca652ef534d64f7e544687030c530bd14b73468cc9fd6844fa1ac8f4

Observation ead45ba1-ca4c-4ead-ac0d-aa866f568297 · outbound

This paper cites T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:32.524690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:32.524690Z digest=sha256:40cbb6a83c8a004ec78a8a116178395589d8327a7f74af3a708d8b2cb3be9a81

Observation 9f14cd5d-6bb2-45d5-817b-0ed73aad7664 · outbound

This paper cites Harnessing percep- tual adversarial patches for crowd counting.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Harnessing percep- tual adversarial patches for crowd counting

Reference 30

Resolution
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no resolver link, observed 2026-08-06T05:48:32.634872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:32.634872Z digest=sha256:7c247c738c46d5dbd69118eea98b4a1e286ee33d9c438e9487ee5d627a6fc134

Observation f055d482-609d-4964-b76f-6388fbeb6401 · outbound

This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:32.726790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:32.726790Z digest=sha256:7e6432c5663beb38854a17a58656b84ada43156f1320686b9b9acad51de104c2

Observation 518bf7e3-e5f0-47f6-b988-947ef77a2406 · outbound

This paper cites OpenAI Moderation.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation OpenAI Moderation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:37.132516Z

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.

source=pdf_text observed=2026-08-06T05:48:32.799223Z digest=sha256:5b36a6af72a98db83dc026d0fa1e5ba49f098a99a4873185d7f3e2395ea0904a

Observation 3e8093e0-994f-498e-9c83-644d43cc520b · outbound

This paper cites SDXL: Improving latent diffusion models for high-resolution image synthesis, 2023.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation SDXL: Improving latent diffusion models for high-resolution image synthesis, 2023

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:36.968103Z

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.

source=pdf_text observed=2026-08-06T05:48:32.891796Z digest=sha256:746991c9d1da77c79b26a8d11583861443505327ddde7f95fe208edc73444fba

Observation 7293ee84-4f26-4dca-9c2c-4174da49f400 · outbound

This paper cites Safe-CLIP: Removing NSFW concepts from vision-and-language mod- els, 2024.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Safe-CLIP: Removing NSFW concepts from vision-and-language mod- els, 2024

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:36.758729Z

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.

source=pdf_text observed=2026-08-06T05:48:32.984230Z digest=sha256:aae776d57b067de222e4d6098b33cbff85090b6797f8217f32fa4a921c2dca29

Observation 38135e8b-c1c3-4e2d-a8db-7346bdbc1c96 · outbound

This paper cites SafeGuider: Robust and practical content safety control for text-to-image models.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation SafeGuider: Robust and practical content safety control for text-to-image models

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:36.585402Z

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.

source=pdf_text observed=2026-08-06T05:48:33.075634Z digest=sha256:1a33b983962a93d4b735030c16d91217e9d83ca878b76ab21ce6f5c8288cb3cd

Observation 17b10969-4787-478d-98a2-c7ab08bf6577 · outbound

This paper cites Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:48:34.536442Z

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.

source=pdf_text observed=2026-08-06T05:48:33.181758Z digest=sha256:5ea782aec2e74d9598c3c958609c287a6e0aa5aae851ab5595ec21255ccd9f78

Observation 1139b3d6-c60b-42f8-ba16-15b5ace185cb · outbound

This paper cites Learning transferable visual models from natural language supervision, 2021.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Learning transferable visual models from natural language supervision, 2021

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:33.272426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:33.272426Z digest=sha256:7286e99c57e0183114e09b0de5731d92427e96e70281b511e457f3ff6fe4e720

Observation e4a51ddf-f048-4819-946c-02c8e0ae833e · outbound

This paper cites Can machines help us answering ques- tion 16 in datasheets, and In turn reflecting on inappropriate content?, 2022.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Can machines help us answering ques- tion 16 in datasheets, and In turn reflecting on inappropriate content?, 2022

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:36.364320Z

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.

source=pdf_text observed=2026-08-06T05:48:33.321928Z digest=sha256:d9baf0c1cc1a3bffe05bf705ea040ea05fc71bc25376bec1501bb121164d9c23

Observation 68a41529-aabe-45f6-8ebf-f39d4fdc863e · outbound

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

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Safe latent diffusion: Mitigating in- appropriate degeneration in diffusion models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:36.158189Z

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.

source=pdf_text observed=2026-08-06T05:48:33.367197Z digest=sha256:17b922b409d8154d1a62a900ec9bd283c6bd17f516d35eb868716ecbfddaa73c

Observation 1a934a30-2a0c-429c-a8a8-942d11468d9b · outbound

This paper cites Stable Diffusion V2-1.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Stable Diffusion V2-1

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:35.955793Z

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.

source=pdf_text observed=2026-08-06T05:48:33.407934Z digest=sha256:c125eda122b87a68cd55cf8f8f704a5d9f9d6497c72194d11efe667032ad95ed

Observation 16f922bc-1cca-4dd9-b597-2f97ccada220 · outbound

This paper cites Robustart: Benchmarking robust- ness on architecture design and training techniques.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Robustart: Benchmarking robust- ness on architecture design and training techniques

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:35.760837Z

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.

source=pdf_text observed=2026-08-06T05:48:33.496224Z digest=sha256:e9936cec9cbdbf08cb6af4f7e0c02032b22f1e4ff792653f710271e985d0b4c1

Observation 5187bb90-e472-41a5-ba2a-5d5b9ba8a3b8 · outbound

This paper cites Automatic Evaluation for Text- to-image Generation: Task-decomposed Framework, Dis- tilled Training, and Meta-evaluation Benchmark, 2024.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Automatic Evaluation for Text- to-image Generation: Task-decomposed Framework, Dis- tilled Training, and Meta-evaluation Benchmark, 2024

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:35.599761Z

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.

source=pdf_text observed=2026-08-06T05:48:33.570731Z digest=sha256:ffa7628f890682eb0cf00e0435c1da0e37cd32e1cbcd9f003c9e23083ef9496a

Observation baf890c3-81ca-4bdf-899a-5ed5fdad5654 · outbound

This paper cites Dual Attention Suppression At- tack: Generate Adversarial Camouflage in Physical World.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Dual Attention Suppression At- tack: Generate Adversarial Camouflage in Physical World

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:35.440750Z

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.

source=pdf_text observed=2026-08-06T05:48:33.643832Z digest=sha256:5423ecdcba52df6149879f4a6936564966bbb1e7d41966044b51c05835b3ff6a

Observation 4c0624ec-43ef-472f-b609-52eadebb79eb · outbound

This paper cites AEIOU: A unified defense framework against NSFW prompts in text-to-image models, 2024.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation AEIOU: A unified defense framework against NSFW prompts in text-to-image models, 2024

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:35.267000Z

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.

source=pdf_text observed=2026-08-06T05:48:33.694335Z digest=sha256:0b2f45e09a7f7c2e344ae1152ef2838bc2a842a5d7cfe63deaedebcaff4600b3

Observation a7fb43ab-3a40-4445-842c-ef3ef69166f6 · outbound

This paper cites Srd: Reinforcement-learned se- mantic perturbation for backdoor defense in vlms.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Srd: Reinforcement-learned se- mantic perturbation for backdoor defense in vlms

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T05:48:33.792977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:48:33.792977Z digest=sha256:e9edf6fe43e82d310489629d73cc3d26125054227cd63e9d7ff907f25b00253c

Observation 00d8bda8-afe0-494d-9806-ec5ab9197925 · outbound

This paper cites MMA-Diffusion: MultiModal Attack on Diffusion Models.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation MMA-Diffusion: MultiModal Attack on Diffusion Models

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:48:34.307378Z

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.

source=pdf_text observed=2026-08-06T05:48:33.847914Z digest=sha256:0794a07b542b8257ae9ce8c4ba83fd55511bb908672ecef1b5795539491a7fd3

Observation 72cf3388-3c07-4d1e-a581-994688096c57 · outbound

This paper cites SneakyPrompt: Jailbreaking text-to-image generative models.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation SneakyPrompt: Jailbreaking text-to-image generative models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:35.124846Z

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.

source=pdf_text observed=2026-08-06T05:48:33.948993Z digest=sha256:b71cb6135c95ad733eef651e812f8e19ff55b91b941a88b5f9087c4cb4921692

Observation 55b1ff26-7523-417a-8a68-75ba4d445c51 · outbound

This paper cites Reasoning- Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models, 2025.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Reasoning- Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models, 2025

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:34.978596Z

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.

source=pdf_text observed=2026-08-06T05:48:34.021068Z digest=sha256:b9b9d55c0f4a41fa76cef45d5dc23880ec70b720dfd660a481e173c7ff101887

Observation 2d01184e-ca29-47f0-b0c0-c59fdf938e40 · outbound

This paper cites PromptGuard: Soft prompt-guided unsafe content moderation for text-to-image models, 2025.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation PromptGuard: Soft prompt-guided unsafe content moderation for text-to-image models, 2025

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:34.864677Z

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.

source=pdf_text observed=2026-08-06T05:48:34.088245Z digest=sha256:3058cdb2b6523a292e801c8a8c49d37f9119a8b1f8b7eb7881fefc63c2803ed0

Observation bc84559f-9693-4db9-9afd-8c08e9240304 · outbound

This paper cites Interpreting and im- proving adversarial robustness of deep neural networks with neuron sensitivity.

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation Interpreting and im- proving adversarial robustness of deep neural networks with neuron sensitivity

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:48:34.721961Z

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.

source=pdf_text observed=2026-08-06T05:48:34.147423Z digest=sha256:1bf77192cf27caba5b2dc7c12e78debb60a8fd9211680ee51a152a130055b483

Pith citing papers

Observation 27ea5e29-0bad-4ee4-8757-31ec2f82e629 · inbound

Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification cites this paper.

Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:32:12.968384Z

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.

source=pdf_text observed=2026-08-05T22:32:12.060869Z digest=sha256:f8b09fe90e92e52327ca80ec2fa32107fb7a19e0e7698594fb00feb30ce87aad