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Paper Citation Record · LEDGER

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation

As of 18 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 4 inbound Pith citation observations for arXiv:2412.05980.

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

pith.paper-citation-record.v1
2412.05980 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:12:53.290543Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:50:36.370050Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:26:31.434484Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 28ef925d-7cff-4a24-8e0d-7129dfeb191b · outbound

This paper cites https://civitai.com/.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation https://civitai.com/

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.570672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.011218Z digest=sha256:8e1b76a780652bce763f0e821bde38e5e5d104a83b4993ac497be9c7cce285ea

Observation 8d5e52b6-4b9e-45d9-a35d-ccdea4fd2e48 · outbound

This paper cites https://tongyi.aliyun.com/ , 2024.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation https://tongyi.aliyun.com/ , 2024

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.551847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.018670Z digest=sha256:298a6d837904afa9f46c19ebfb330ca904bf9f2c9538d448d61f3b915a6ac691

Observation de2f3fc7-e1e4-4382-8d82-547d11736cd0 · outbound

This paper cites Aesthetic predictor.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Aesthetic predictor

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.530271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.025797Z digest=sha256:9fcbaefb585991138ad2162b91938fc272587e504217a149e88b684641887135

Observation 354b1009-cbda-4f8d-9731-c021f599a64e · outbound

This paper cites In- structpix2pix: Learning to follow image editing instructions.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation In- structpix2pix: Learning to follow image editing instructions

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.031551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.031551Z digest=sha256:56852dfda78c7aa08fb117099933de381f42b68d18ea3b071015e2036841cb12

Observation 50294777-ed8f-48b5-ab13-e6dcd8962946 · outbound

This paper cites LivePhoto: Real Image Animation with Text-guided Motion Control.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation LivePhoto: Real Image Animation with Text-guided Motion Control

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.037149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.037149Z digest=sha256:c34c652c3cdf49c53c305658e6f760e0fcc61b8fdf020905a8dee65339a616bd

Observation 4316c64d-c178-4348-848d-d560b4dd2371 · outbound

This paper cites EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.043443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.043443Z digest=sha256:7feb1d3930f21ee1530cfcfd84be68f88cf21c5da1ae49a01cf3711d0cd30490

Observation 9b1ba8b2-4701-4ebd-8603-9c571ec4464c · outbound

This paper cites Idguard: Ro- bust, general, identity-centric poi proactive defense against face editing abuse.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Idguard: Ro- bust, general, identity-centric poi proactive defense against face editing abuse

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.496789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.050178Z digest=sha256:d43484ba4f45d5f54d1b24e9d512568eb2e325231c20dc05e081dd7dece2cc7c

Observation e26178d6-2855-4ebb-89f8-8c97df6748cd · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Arcface: Additive angular margin loss for deep face recognition

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.056564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.056564Z digest=sha256:49351c7b6e650afe5132d527808ba1843333bcaa9d07d0eb84dd9bf9512d348a

Observation cb791d53-44a0-4df7-a035-0fc67dacddb6 · outbound

This paper cites Restricted black-box adversarial attack against deepfake face swapping.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Restricted black-box adversarial attack against deepfake face swapping

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.464561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.063619Z digest=sha256:540fae9423e7354934ae98d89dbc29eaf2c23380eb702113ee319b8c82eea305

Observation 1034d92a-e923-4c12-8f30-85080475e9fa · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.070762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.070762Z digest=sha256:50ddd9fc3005e00d139cfed9672fcdd3956ae861ff5489dab195d31d0284afd3

Observation f33aaf22-77e5-4b41-9d73-6b510a4cb877 · outbound

This paper cites An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.079107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.079107Z digest=sha256:8306d8feac957c199d0366a3a71440bced32f88f34f549c435064972dc36e03b

Observation c21ed5d5-6d3d-406c-8e82-d65ae5796129 · outbound

This paper cites ID-Animator: Zero-Shot Identity-Preserving Human Video Generation.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation ID-Animator: Zero-Shot Identity-Preserving Human Video Generation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.085979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.085979Z digest=sha256:4aeac4484f66a2450e6cababf392a3d48dd9ccb5710645a671eba92b678b1f7f

Observation 5276af54-3b7d-4dac-88aa-261741b9ee05 · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.091907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.091907Z digest=sha256:c7fdd4c4ade43eb9d87d663949d287d60d7478d3933afa1bd74c507467ee58c1

Observation 7b12073a-aeda-4fa8-a6dd-3c2097348766 · outbound

This paper cites Denoising dif- fusion probabilistic models.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Denoising dif- fusion probabilistic models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.096932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.096932Z digest=sha256:57487125e84453d14d4f81480301a62f5902b17d0d897b3a59cd0f5262f371b5

Observation f1c923e6-a421-4b9e-9ba7-9b7bc77184dd · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation LoRA: Low-Rank Adaptation of Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.102803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.102803Z digest=sha256:556498a71e59fff68c4294d38478e9bb01c4a0b744cfd5e0f60d09e485400a7b

Observation 554f4d57-9eaa-4f32-ba1e-6a77225c6b85 · outbound

This paper cites Animate anyone: Consistent and controllable image- to-video synthesis for character animation.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Animate anyone: Consistent and controllable image- to-video synthesis for character animation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.427744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.108732Z digest=sha256:1a1bfbf3967d2f8effc11ee4d5e851879f5caa7453113b44a70c7b4bab65fb2b

Observation f7454322-59a2-493d-be31-a7a5f0361e74 · outbound

This paper cites Multi-concept customization of text-to-image diffusion.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Multi-concept customization of text-to-image diffusion

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.397112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.114649Z digest=sha256:b861fdc8389d55c4e3f3e045917b40d8aadf25cdbaa05e6afe110e87b390b8be

Observation 523c4bd6-0b22-47c0-9956-0d4a3312b817 · outbound

This paper cites Photomaker: Customizing re- alistic human photos via stacked id embedding.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Photomaker: Customizing re- alistic human photos via stacked id embedding

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.119834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.119834Z digest=sha256:0008e5d4b4080a550364009050431be70e794f7360a2434405ffcb1adbcadfa7

Observation 56aa5ebc-3c0c-4a73-af4d-f7b485550643 · outbound

This paper cites Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.125432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.125432Z digest=sha256:7dbe9460157ec9b01d23d0791e4dbb326e000f2defe1ca8682dbdfa0bb72d614

Observation 9d1b45e3-90d1-4254-a4ec-b10cf53618fa · outbound

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

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.130840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.130840Z digest=sha256:46530a6ad593849f54acbc50977288a8700dd78cd0201fe309a3ed0d30c21e6c

Observation 016a8bcf-0fac-4086-8abc-620cf58cb20b · outbound

This paper cites Realcus- tom++: Representing images as real-word for real-time cus- tomization.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Realcus- tom++: Representing images as real-word for real-time cus- tomization

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.136607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.136607Z digest=sha256:d668fb486afad08b855b1e9bee9c2e87de2134ec2375c99bcbc4a4962792940f

Observation b5392b1f-2522-4506-9ccd-4eb768d352ee · outbound

This paper cites Scalable diffusion models with transformers.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Scalable diffusion models with transformers

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.141503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.141503Z digest=sha256:752b3e1ecd786b912f9f136a9e4ac14d2f78be9bb239f4f718e4da3aa0505d6c

Observation 61799247-177b-4f7c-893b-86b0cdf5b158 · outbound

This paper cites DreamFusion: Text-to-3D using 2D Diffusion.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation DreamFusion: Text-to-3D using 2D Diffusion

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.146633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.146633Z digest=sha256:1d589c33d4d5f74848b93f9ea706cf5fe3e5c95d94bfb787b3f385375ad3ebaf

Observation a02938dd-737b-4094-a7e5-a64ad79be905 · outbound

This paper cites Scal- able universal adversarial watermark defending against fa- cial forgery.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Scal- able universal adversarial watermark defending against fa- cial forgery

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.344422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.152311Z digest=sha256:f1ab0ca71b8e911a7a2a7ed9d19a9898f060f6ac8f4f89ff99e55486b89199aa

Observation 1da8818b-bd88-4a61-90d8-e5c8819f948e · outbound

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

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Learning transferable visual models from natural language supervision, 2021

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.157337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.157337Z digest=sha256:72e1a13db6e5205af381638cb38f88714cc0aa294907995d2b33cd2b21ede910

Observation d6735a0d-87b0-4ea5-ab1d-f0e5da3de9ef · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models, 2021.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation High-resolution image syn- thesis with latent diffusion models, 2021

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.162838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.162838Z digest=sha256:5d6ed1540cacb56c25cc10086fe7806a299c6ae8704f9e50bb0e30ee03306c86

Observation e5b566fa-5582-46ce-979e-89ebf8ac50d3 · outbound

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

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.275279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.168251Z digest=sha256:71a966d8754bb9e5747349baa4740727f6e0c23d1e1bd2189987c2733fa562a7

Observation 3aa7dd27-7000-4ba4-bd9c-90908a02ffeb · outbound

This paper cites Raising the Cost of Malicious AI-Powered Image Editing.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Raising the Cost of Malicious AI-Powered Image Editing

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.174533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.174533Z digest=sha256:0dff207d3b7b71796c460189939880cf3afceb4c4906306eed0569005df9e3db

Observation 61d5ca2f-e710-45f6-a768-cc2ff6bea09b · outbound

This paper cites Glaze: Protecting artists from style mimicry by {Text-to-Image} models.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Glaze: Protecting artists from style mimicry by {Text-to-Image} models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.180169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.180169Z digest=sha256:cdf435e87ec417a5cc6890d5de6e04d1b7fc099f40cfc1d512d25f25f3cab8a0

Observation 700d3eec-4bbe-46f1-9352-8d42504b1f4d · outbound

This paper cites Denoising Diffusion Implicit Models.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Denoising Diffusion Implicit Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.186547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.186547Z digest=sha256:e7c21fb0e1cf78fe165370b99e098ebf9e793e262808e8bbc44fb8ca39b95614

Observation df4fbd9f-b1b0-473e-bdef-5efebcf4a4fe · outbound

This paper cites Stable diffusion reference implementa- tion, 2023.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Stable diffusion reference implementa- tion, 2023

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.232132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.192344Z digest=sha256:4d3b8c98b2791ceaa8b9c4efb79a7b0f26868e2dd158199c48a305eb0d41ffa8

Observation c9f6cba9-d93c-490b-941e-0541f54908ee · outbound

This paper cites EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.197297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.197297Z digest=sha256:1648da373e952b8d612f22046d8575d9072b487cee8b35d5d0c160933a3a6f6d

Observation 3eba7005-49ab-4c6b-bc93-af855d8235c9 · outbound

This paper cites Anti-dreambooth: Pro- tecting users from personalized text-to-image synthesis.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Anti-dreambooth: Pro- tecting users from personalized text-to-image synthesis

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.204620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.203047Z digest=sha256:008fd69a44862975bd059045306d225885f83ffda0d0c99ed35a395cc74177d8

Observation e2724fac-150e-42a9-84f2-fb120119eb63 · outbound

This paper cites Simac: A simple anti-customization method for pro- tecting face privacy against text-to-image synthesis of diffu- sion models.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Simac: A simple anti-customization method for pro- tecting face privacy against text-to-image synthesis of diffu- sion models

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.181436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.208454Z digest=sha256:ec64e06aa55edfe459ce7da37f08a151b6519a1a850ecd06967acd923010b121

Observation c7055f8a-d303-4df5-a7b0-3b4d7d30c19e · outbound

This paper cites Ex- ploring clip for assessing the look and feel of images.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Ex- ploring clip for assessing the look and feel of images

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.155557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.214849Z digest=sha256:67e42a3c50fc4ee99db78da455ad9a643ebbd425745ef07d74af0e881a30a3b1

Observation e71b9989-e6d3-4d43-92a9-7f5f910aacb2 · outbound

This paper cites InstantID: Zero-shot Identity-Preserving Generation in Seconds.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T20:12:53.221075Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T20:12:53.221075Z digest=sha256:118a321014eb8e8007518af1d62f755e47ab8ef958f2c27082f1c436425b991e

Observation 3ec2c180-755f-4eff-83bb-81b14494195c · outbound

This paper cites Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

Reference 37

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source=pdf_text observed=2026-08-11T20:12:53.228041Z digest=sha256:8ec38e8da2de0fca36d89638d55dfcb74077788f3c3c1c2e2b13639470a865e9

Observation 55cec54c-7fab-43e1-ad2a-54304ac894b8 · outbound

This paper cites X-portrait: Expressive portrait anima- tion with hierarchical motion attention.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation X-portrait: Expressive portrait anima- tion with hierarchical motion attention

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-11T20:12:54.136825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.233403Z digest=sha256:8449f96380ba8caaa95b401cec19db624a7a39726b5d1e5ae2a3752f583b683a

Observation 337a9e5e-75cb-463d-aed8-73294fc54f03 · outbound

This paper cites Magicanimate: Temporally consistent human im- age animation using diffusion model.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Magicanimate: Temporally consistent human im- age animation using diffusion model

Reference 39

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raw_fallback, observed 2026-08-11T20:12:53.969752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.239806Z digest=sha256:0bf95213b346f6c74b0cb918bbcc569b0c0bc8937e31a57921944c25622dea17

Observation 79e3c455-9b2e-46ba-8511-2e668fa26d48 · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 40

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no resolver link, observed 2026-08-11T20:12:53.246722Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T20:12:53.246722Z digest=sha256:5cab31ab8c94bc28f44f2b6fcba977f07e44e4ba0fb8f5f892f06e93b661e7fa

Observation 8e30784d-cb56-41e2-ac79-8e689bec7d89 · outbound

This paper cites DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization

Reference 41

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no resolver link, observed 2026-08-11T20:12:53.252164Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T20:12:53.252164Z digest=sha256:5d3867f1b5fc98fd4aa2a3a210b66cbfd90cf45808bc7b13503d3b6bdec58575

Observation 74be001f-76d3-4204-9c26-b6823fb4feba · outbound

This paper cites I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models

Reference 42

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no resolver link, observed 2026-08-11T20:12:53.257605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.257605Z digest=sha256:39769f482a3735cfa4a9aede5f0749aff5306fb8bac8a01b859f1fe865ed74ef

Observation 5ccdf2c1-453a-46ab-9e74-e994ba8fbdc9 · outbound

This paper cites Ssr-encoder: Encoding selective subject representation for subject-driven generation.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Ssr-encoder: Encoding selective subject representation for subject-driven generation

Reference 43

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unresolved
no resolver link, observed 2026-08-11T20:12:53.265789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.265789Z digest=sha256:63723b3aaeff2cd39dbd773ef522a7c2c094f04b5d7e19ab60b49d00c69f01e1

Observation 4b57dd3d-039f-437b-a4bb-ceacf895d9d9 · outbound

This paper cites Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model

Reference 44

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unresolved
no resolver link, observed 2026-08-11T20:12:53.271041Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T20:12:53.271041Z digest=sha256:4e7eee834e2d65a9a009d84d2e5bf0c509af410d1b3f5cca9e4fd45de6e9a929

Observation e2388271-30a2-46b8-a029-2ce773365821 · outbound

This paper cites Stable-Hair: Real-World Hair Transfer via Diffusion Model.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Stable-Hair: Real-World Hair Transfer via Diffusion Model

Reference 45

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unresolved
no resolver link, observed 2026-08-11T20:12:53.277037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:12:53.277037Z digest=sha256:ee4037234e60e8b19898b3836972082b776b9da4f8a11fc013fec47ebf0c8832

Observation 2a79dcbd-4be2-453e-89e5-8372b3e65bca · outbound

This paper cites Understanding and improving adversarial attacks on latent diffusion model.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation Understanding and improving adversarial attacks on latent diffusion model

Reference 46

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T20:12:53.283607Z digest=sha256:68b9c93786f949bb23df069fe448d0e6cf0cbaf88707f49d29201f521ba42c08

Observation 0a46be73-8286-4bc2-9d12-15e00dffcd54 · outbound

This paper cites For human body and face-driven tasks, we calculated quantitative metrics across all frames.

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation For human body and face-driven tasks, we calculated quantitative metrics across all frames

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:12:53.940787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T20:12:53.290543Z digest=sha256:bf30e88a2618cd1074e182b303765837533f0bd7aaae399b396a4cdfb2c7f286

Pith citing papers

Observation 0f284042-cb4c-46d4-a837-11f23045e156 · inbound

IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation cites this paper.

IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation

Reference 21

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unresolved
no resolver link, observed 2026-08-11T14:50:36.370050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:50:36.370050Z digest=sha256:fc98b41b3ef15f1ea7ca93b81e8e519452e89fbf63572d3891ac792fb5ed88ab

Observation 42c208bc-c5c7-46c1-930e-a4892857bd1b · inbound

Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks cites this paper.

Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation

Reference 39

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no resolver link, observed 2026-08-10T13:53:19.162050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:53:19.162050Z digest=sha256:f3992cb57007ab7ad40b3c338d1b6f64f4f81dd57d7ca7497fb440c2754f4564

Observation d9c24411-cc17-4536-81d1-8c72b7968e79 · inbound

LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer cites this paper.

LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation

Reference 39

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no resolver link, observed 2026-08-09T16:37:25.886962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T16:37:25.886962Z digest=sha256:5b45c5aad72c8f25e8f760c432720171f3f9979a9344e0342007216c58cd643e

Observation b2911789-b041-4db1-b350-a10d158acfb4 · inbound

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers cites this paper.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation

Reference 44

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verified exact
local_arxiv, observed 2026-08-07T11:26:31.465314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:26:29.199820Z digest=sha256:c89357c5111084a09721cfe11450464e49eb7937573d583739de974962a782be