Paper Citation Record · LEDGER

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation

As of 21 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2412.18791.

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

pith.paper-citation-record.v1
2412.18791 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:31:25.805371Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

37 of 37 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ccfd75b5-d13b-4c06-8c89-d0a9104cd7bb · outbound

This paper cites Diffusion models beat gans on image synthesis,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Diffusion models beat gans on image synthesis,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.203341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 777a54fe-d29b-490e-94c5-5e314e914581 · outbound

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

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation High-resolution image synthesis with latent diffusion models,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.192873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 78f9eff2-72e4-4335-bdc6-a18914544341 · outbound

This paper cites Palette: Image-to- image diffusion models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Palette: Image-to- image diffusion models,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.181797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ee105b0-15ac-4a35-8246-e1a2aba542da · outbound

This paper cites Imagic: Text-based real image editing with diffusion models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Imagic: Text-based real image editing with diffusion models,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.171277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 817e96eb-38c8-4fb2-a177-74f02e25217b · outbound

This paper cites Stability ai image models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Stability ai image models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.161045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 720fd26c-9df2-4c8e-9a82-a1d9d9b0c04f · outbound

This paper cites Hierarchical text-conditional image generation with clip latents,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Hierarchical text-conditional image generation with clip latents,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.150834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f9f03666-8f88-469d-9207-e20cbfbbde41 · outbound

This paper cites Meet the three artists behind a landmark lawsu it against ai art generators,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Meet the three artists behind a landmark lawsu it against ai art generators,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.139731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a9a96655-8afb-42b7-803e-4d93fd514a3e · outbound

This paper cites Explaining and harnessing adversarial examples,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Explaining and harnessing adversarial examples,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.128887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 20aad815-2a7a-4c6b-9fb8-e39bb6f89c0c · outbound

This paper cites Jpeg compressed images can bypass protections against ai editing,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Jpeg compressed images can bypass protections against ai editing,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.118359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 120a089f-c185-4f7b-9ecd-5ba520864d5f · outbound

This paper cites Impress: evaluating the resilience of imperceptible per- turbations against unauthorized data usage in diffusion- based generative ai,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Impress: evaluating the resilience of imperceptible per- turbations against unauthorized data usage in diffusion- based generative ai,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.106777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8854c883-b73a-48ad-a298-ca0eeea3d125 · outbound

This paper cites Deep unsupervised learning using nonequi- librium thermodynamics,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Deep unsupervised learning using nonequi- librium thermodynamics,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.095272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0358e999-8e75-4ede-b26e-280612797bb4 · outbound

This paper cites Denoising diffusion probabilistic models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Denoising diffusion probabilistic models,

Reference 12

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Source-reported events for the cited work

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Observation 871264e6-fb16-45a3-a858-1d99468c3784 · outbound

This paper cites Glide: Towards photorealistic image generation and editing with text-guided diffusion models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Glide: Towards photorealistic image generation and editing with text-guided diffusion models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.078509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb4da8c2-3025-4e9a-a5a3-aa0515a9543d · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.068321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ab5f0195-ee5a-4be7-b1cf-c69a0e959210 · outbound

This paper cites An image is worth one word: Personalizing text-to-image generation using textual inversion,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation An image is worth one word: Personalizing text-to-image generation using textual inversion,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.057619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 25ace36e-9869-45fc-a4c7-daa1c904a03a · outbound

This paper cites Lora: Low-rank adaptation of large language models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Lora: Low-rank adaptation of large language models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.047082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff79e758-6849-4d1c-9354-e83385c09276 · outbound

This paper cites Anti-dreambooth: Protecting users from personalized text-to-image synthesis,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Anti-dreambooth: Protecting users from personalized text-to-image synthesis,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.037758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d6e15c7-278f-4928-9be3-510d9c0da4b8 · outbound

This paper cites Simac: A simple anti-customization method for protecting face privacy against text-to-image synthesis of diffusion mod- els,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Simac: A simple anti-customization method for protecting face privacy against text-to-image synthesis of diffusion mod- els,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.027768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 052e468a-9a56-4d80-b8ec-5e0ec64925d6 · outbound

This paper cites Adversarial example does good: Preventing painting imitation from diffusion models via adversarial examples,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Adversarial example does good: Preventing painting imitation from diffusion models via adversarial examples,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.018552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c716720c-cb25-46ca-9a7a-08b305aa5ace · outbound

This paper cites Raising the cost of malicious ai-powered image editing,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Raising the cost of malicious ai-powered image editing,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.009879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 986d503b-e553-4da9-bce9-e30f6d57185d · outbound

This paper cites Glaze: Protecting artists from style mimicry by text-to-image models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Glaze: Protecting artists from style mimicry by text-to-image models,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:26.000795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7267dd8b-bdaf-4f13-a403-8a74f703012c · outbound

This paper cites Mist: Towards improved adversar- ial examples for diffusion models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Mist: Towards improved adversar- ial examples for diffusion models,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.990810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9bff600-4d58-41eb-8918-7f4ab669f18a · outbound

This paper cites Unlearnable examples for diffusion models: Protect data from unauthorized exploitation,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Unlearnable examples for diffusion models: Protect data from unauthorized exploitation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.981150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dbb85643-81e0-47d6-8305-c770581a185c · outbound

This paper cites On the robustness of latent diffusion models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation On the robustness of latent diffusion models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.971434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1fd24e5-3e2c-45a4-b175-ed16c66ac5d6 · outbound

This paper cites Toward effective protection against diffusion based mimicry through score distillation,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Toward effective protection against diffusion based mimicry through score distillation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.962186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c537d48-8cf9-4850-86b5-05ade0fbd3dc · outbound

This paper cites Nightshade: Prompt-speciﬁc poisoning attacks on text-to-image generative models,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Nightshade: Prompt-speciﬁc poisoning attacks on text-to-image generative models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.952331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1d8ea83-0dd0-481c-ba8f-3099a161d00d · outbound

This paper cites Metacloak: Preventing unauthorized subject-driven text - to-image diffusion-based synthesis via meta-learning,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Metacloak: Preventing unauthorized subject-driven text - to-image diffusion-based synthesis via meta-learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.942025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eee3e270-edfe-491c-b454-69a4e4438ce1 · outbound

This paper cites Exploring adversarial at- tacks against latent diffusion model from the perspective of adversarial transferability,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Exploring adversarial at- tacks against latent diffusion model from the perspective of adversarial transferability,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.930891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5bbf1f8f-5724-4a2f-8b5a-d3d9011f4670 · outbound

This paper cites Improving adversarial attacks on latent diffusion model,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Improving adversarial attacks on latent diffusion model,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.919110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb717b6e-1584-4df6-ab89-67d04694bef0 · outbound

This paper cites Visual- friendly concept protection via selective adversarial per - turbations,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Visual- friendly concept protection via selective adversarial per - turbations,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.907751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80698299-dbe1-4e4e-8de8-cd33f1819dd7 · outbound

This paper cites A grey-box attack against latent diffusion model-based image editing by posterior collapse,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation A grey-box attack against latent diffusion model-based image editing by posterior collapse,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.896416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15fbacc7-fc82-4377-a761-cf944a913cc0 · outbound

This paper cites Prompt-agnostic adversarial perturbation for customized diffusion mod- els,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Prompt-agnostic adversarial perturbation for customized diffusion mod- els,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.885373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e7004366-f9b9-4d05-bcef-30f94d92f4c7 · outbound

This paper cites Score-based generative mod- eling through stochastic differential equations,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Score-based generative mod- eling through stochastic differential equations,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.875283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60eed8c5-b7af-42a0-9769-3c2d1b9b9e23 · outbound

This paper cites Segment anything,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Segment anything,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.864702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 72c39d9d-dd5b-4dd0-926a-7cdf07eada18 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Image quality assessment: from error visibility to structural similarity,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.854610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e61d8815-56b4-49ab-86c1-e5de9ea5c418 · outbound

This paper cites A method for the construction of minimum-redundancy codes,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation A method for the construction of minimum-redundancy codes,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:31:25.843591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2bb47675-12d1-40b3-bfa8-c700f22c40b7 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium,.

Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Gans trained by a two time-scale update rule converge to a local nash equilibrium,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T04:31:25.805371Z

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Unavailable: canonical work link unavailable.

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