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Paper Citation Record · LEDGER

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks

As of 13 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 3 inbound Pith citation observations for arXiv:2412.01528.

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

pith.paper-citation-record.v1
2412.01528 v2

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:22:03.059151Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:48:30.653628Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T05:31:07.612578Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact2
  • verified fuzzy19
  • unresolved35
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb94c74f-1713-44de-bb71-d08379e05c30 · outbound

This paper cites Extracting training data from diffu- sion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Extracting training data from diffu- sion models

Reference 1

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no resolver link, observed 2026-08-12T04:22:02.722465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.722465Z digest=sha256:f93d8a035f8973b3ec0f12f77da200a8654f93ef1fc9f5b0336ac7238db94715

Observation 3a60ec7e-b205-4be9-953b-33049f1982c9 · outbound

This paper cites Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted

Reference 2

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no resolver link, observed 2026-08-12T04:22:02.728470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.728470Z digest=sha256:f6887940bc454093a7cb28493a96bc3e8171f083eea800c872f2ed10ca382b49

Observation b0ed5398-f401-47d3-82e8-1870e790bea0 · outbound

This paper cites Towards memorization-free diffusion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Towards memorization-free diffusion models

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.965903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.734330Z digest=sha256:0cc309b159ad058e027ae110c8cdcb6b8b1a3d9513e59aa8513cdfd4cf73c298

Observation ae21c2d8-e245-417f-866f-0e1c6badb082 · outbound

This paper cites Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.740323Z digest=sha256:d4436efe75bdf4c2f97b6ab6c995ec1c4668e20d07ab4d64168b7e34dce1b478

Observation 9e036762-4b47-4a85-8a8c-e55616df269c · outbound

This paper cites DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models

Reference 5

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no resolver link, observed 2026-08-12T04:22:02.746083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.746083Z digest=sha256:e4f8f598a441b3c6bb895fea787c7f437303a3af7aca29f93fb432f404ad43ee

Observation 60bb068b-216c-409c-ad79-c78278597192 · outbound

This paper cites Sscd-copy-detection.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Sscd-copy-detection

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.950108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.751941Z digest=sha256:b336c8891cc49e1073167b286689e73e11d443a7a2068061f67c087d27ca5891

Observation 30b50872-a60e-42fc-975d-57e265ee2ad3 · outbound

This paper cites The Journey, Not the Destination: How Data Guides Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks The Journey, Not the Destination: How Data Guides Diffusion Models

Reference 7

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no resolver link, observed 2026-08-12T04:22:02.757683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.757683Z digest=sha256:81896124d24ce3c2ca5f43977d5662999d27d38e408c60f7fcdd012f06c668fa

Observation 2bdf4779-2a8c-4f78-95e9-99d558872f4e · outbound

This paper cites Generative adversarial networks.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Generative adversarial networks

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.762991Z digest=sha256:3ef689dfb92acad302a0f26e905120a71aad868caf0fe6a6b198015fa6ee1265

Observation 79981822-9625-47c3-95c6-dd40639a2c6d · outbound

This paper cites Vec- tor quantized diffusion model for text-to-image synthesis.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Vec- tor quantized diffusion model for text-to-image synthesis

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.922433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.768644Z digest=sha256:bd2245786f1ad66c382922dd45e2a01110e6d38b5c78a24068e1eb3683a12205

Observation 7db4250c-eec1-4f49-aa84-ac87200c1137 · outbound

This paper cites UFID: A Unified Framework for Input-level Backdoor Detection on Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks UFID: A Unified Framework for Input-level Backdoor Detection on Diffusion Models

Reference 10

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no resolver link, observed 2026-08-12T04:22:02.773622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.773622Z digest=sha256:4b67ef35e47dba4d71bd6da74bd45bcba93b78fe407023cef7f6d5c10d7bcfa9

Observation d5533dc3-311c-474d-bfb5-2d2f4d0362f6 · outbound

This paper cites Denoising dif- fusion probabilistic models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Denoising dif- fusion probabilistic models

Reference 11

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no resolver link, observed 2026-08-12T04:22:02.779255Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.779255Z digest=sha256:905695eb4de6c7272843ee4998c217a645ffffb05e2aa88042e4473546de0f89

Observation c81a7e57-4989-423e-b4ad-442295c5f669 · outbound

This paper cites Certified Robustness to Clean-Label Poisoning Using Diffusion Denoising.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Certified Robustness to Clean-Label Poisoning Using Diffusion Denoising

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:22:03.418093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.785917Z digest=sha256:5b2f5a1a8a512159aadd7f824e13676981f433c1df7d925665b3361ea3afb0fe

Observation ad3daca5-1de0-4466-8272-b186961c8ed1 · outbound

This paper cites Segment any- thing.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Segment any- thing

Reference 13

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no resolver link, observed 2026-08-12T04:22:02.791850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.791850Z digest=sha256:c522dc3189081fa577a7446936b42a6fda2eb944ab086a2321586d3386d1bad1

Observation 4f8d2b2b-577a-4b83-a0e3-2fcdb164228e · outbound

This paper cites Nearest is not dearest: Towards practical defense against quantization-conditioned backdoor attacks.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Nearest is not dearest: Towards practical defense against quantization-conditioned backdoor attacks

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.886102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.797152Z digest=sha256:5eab3ac4a5697b1949c71e523423854518f8bc4abc5c46b4f9b2c00c491e285a

Observation 789d0912-fbcf-450f-a47e-f8c09e2c7939 · outbound

This paper cites Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.802369Z digest=sha256:4036f50de65869b80286510520e94c03a5db30a1cc209bf6aad43e212d80a5e3

Observation 982b258f-efdd-4158-abc1-2022a7256bba · outbound

This paper cites Vl-trojan: Multimodal instruction backdoor attacks against autoregressive visual language models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Vl-trojan: Multimodal instruction backdoor attacks against autoregressive visual language models

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.869394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.808001Z digest=sha256:43663194dc9a43c3774f8b95b4c216a0845d3f01638d01eb175e2bb23004f7c8

Observation dc408e55-2172-4b16-ae57-05e086bfd276 · outbound

This paper cites Holistic Evaluation of Language Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Holistic Evaluation of Language Models

Reference 17

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no resolver link, observed 2026-08-12T04:22:02.813497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.813497Z digest=sha256:9ee1e577f1c957380ce1b7d148815f57bfa4cdb6cec29f8cefa0cfc162679b6b

Observation 42cec903-b1a1-4cef-91bf-84e3f3b03951 · outbound

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

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning

Reference 18

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no resolver link, observed 2026-08-12T04:22:02.819241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.819241Z digest=sha256:cc281b3577034399d49ee02a7c60f8e5b24acfd6f7c07d0385c2230fb0b9776a

Observation 60fb2fdb-1fe0-4967-bfb4-20cf5ced5a1f · outbound

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

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Re- visiting backdoor attacks against large vision-language mod- els from domain shift

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.824612Z digest=sha256:0045b25e2543d17bb41501642a8d153c136509161c7e6b9abbc3365f5153b2b8

Observation d1f151fa-9c34-418e-a914-f29d8414803c · outbound

This paper cites Imperceptible backdoor watermarks for speech recognition model copyright protection.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Imperceptible backdoor watermarks for speech recognition model copyright protection

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.841635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.830207Z digest=sha256:ed0ca2c6f883edcf48ca95acff28c780bc6c0f3d98758e0bc253f4ed6ab081dd

Observation 0480cb26-d87e-457a-a163-1b768fd44a58 · outbound

This paper cites Pre-trained Trojan Attacks for Visual Recognition.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Pre-trained Trojan Attacks for Visual Recognition

Reference 21

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no resolver link, observed 2026-08-12T04:22:02.835666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.835666Z digest=sha256:a2d6cdc326a6f93ecb10e0680b1a79f96a83ec3d9185df5155784b736d0daae3

Observation bc7ed300-a1f1-4598-93fa-1f94b54a9aa3 · outbound

This paper cites Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving

Reference 22

Resolution
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no resolver link, observed 2026-08-12T04:22:02.841142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.841142Z digest=sha256:c457c1134a2373eb36365a6ae2b12f07bffdb505e9917c52fed541c41ef1aed3

Observation bdc27720-2e04-411c-8c07-cb2e7c216dc3 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 23

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no resolver link, observed 2026-08-12T04:22:02.846879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.846879Z digest=sha256:6f501f9f6578229ffc5195682ac93ed0c24b7f7ba310cc7e68c2e13770aa10e5

Observation 96161355-4562-404a-be26-d68e12a378f2 · outbound

This paper cites ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models

Reference 24

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no resolver link, observed 2026-08-12T04:22:02.852723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.852723Z digest=sha256:dc8bf03e7cee7b7e8deb0a1b58e43635ae663316a541ada6bfba35ad8056ac82

Observation 13007244-d4cc-4469-ab30-28404b5b7f8b · outbound

This paper cites Can Neural Network Memorization Be Localized?.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Can Neural Network Memorization Be Localized?

Reference 25

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unresolved
no resolver link, observed 2026-08-12T04:22:02.858251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.858251Z digest=sha256:b7dc6520c6495e162dec1a60a4421ee0136cdcb079ca5f3ef56a9bef7328f4fb

Observation 519fef1c-9282-4e7d-bccb-be9eca8641ea · outbound

This paper cites TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors

Reference 26

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unresolved
no resolver link, observed 2026-08-12T04:22:02.863802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.863802Z digest=sha256:447f6aaa14ccde064ea25ecae5826b8ee162b359bbab4896ed2097bc2bb5714c

Observation 85f65e85-4b96-4d20-a641-e6ccfb0a6b5a · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 27

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no resolver link, observed 2026-08-12T04:22:02.870373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.870373Z digest=sha256:35e2011576ba128386c19c4c7faff7a9cc50796ecd488d9144a13a4f27e1b1a1

Observation 016df97e-43cf-417f-b1d2-08b803e7dbc1 · outbound

This paper cites TRAK: Attributing Model Behavior at Scale.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks TRAK: Attributing Model Behavior at Scale

Reference 28

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unresolved
no resolver link, observed 2026-08-12T04:22:02.876466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.876466Z digest=sha256:747c12380f47a08608560dacd8dc5f8726d09c4d7435e54a9f9d0a8b842d88af

Observation 9173beed-78a7-4d7d-baf5-cf1277f2be14 · outbound

This paper cites an unresolved cited work.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T04:22:03.825795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.881967Z digest=sha256:c673e57c2fdfc3ad90955e4a1272acb07fe8b71a396594b3e750f9be23d8e3ab

Observation 72802287-ef08-4cf7-9281-cdf8c0472fbb · outbound

This paper cites A self-supervised descriptor for image copy detection.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks A self-supervised descriptor for image copy detection

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.810250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.893196Z digest=sha256:2246251fdd96b009c36d8d35435cd7dcf1cc089f57462edb0643acfa643a306d

Observation 600335b9-281f-4fc4-ae5a-fc71be54b111 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Learning transferable visual models from natural language supervi- sion

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:02.898640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.898640Z digest=sha256:ed873e9ee371b8f8844c9aaa9fe93e7e0945f618f9c6b071056ed54e0f7c98ea

Observation 5ce995d8-62ec-4849-a273-c57c70b48ce2 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:02.903945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.903945Z digest=sha256:8eb6269708e2d48110e93ce30d7cf90efea97761b0da50219ad9cdceb6226e4f

Observation 27567a53-2f68-4474-a5a7-8b9b7d7da174 · outbound

This paper cites Unveiling and mitigating mem- orization in text-to-image diffusion models through cross at- tention.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Unveiling and mitigating mem- orization in text-to-image diffusion models through cross at- tention

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.784657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.909361Z digest=sha256:3011f881596dfd8dcdd043454b0758702e7d2f105f8583c5e230bad9c337a6fa

Observation f4ac468c-95a9-420d-bacb-96079bc0d499 · outbound

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

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks High-resolution image synthesis with latent diffusion models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:02.914932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.914932Z digest=sha256:c416be3cff58324081bb6b4fa46ccd5ca8a30171741c417d641dad9e1d03aeb9

Observation 8e89a6f6-3a90-4225-af80-fdbb9c4c10bd · outbound

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

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Palette: Image-to-image diffusion models

Reference 35

Resolution
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no resolver link, observed 2026-08-12T04:22:02.920113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.920113Z digest=sha256:572984e77a7601d4c5d759a33daf823f39db8e918c083e3a4a94c862ba7119c4

Observation faaa5be3-a478-4f04-bcab-0c75a5e861f8 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Photorealistic text-to-image diffusion models with deep language understanding

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:02.925588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.925588Z digest=sha256:3fe708882c65aa3eed5b5dad2591e3a880b0f2ac05c6319654de190ad489bb3f

Observation fb522341-901c-4beb-b149-0c7657b3369c · outbound

This paper cites Black-box backdoor defense via zero-shot image purification.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Black-box backdoor defense via zero-shot image purification

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.737440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.932159Z digest=sha256:22070b36702f0bcab8771d32e5a541b6319f2888065fa8e61c160b2fd63f4254

Observation 2cef3052-5a03-4dcc-b456-53a1c8969761 · outbound

This paper cites Diffusion art or digital forgery? investigating data replication in diffusion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Diffusion art or digital forgery? investigating data replication in diffusion models

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.720916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.937730Z digest=sha256:275038fde361b044235f90e88b3c9f6fd34c206bb1aa16994e624f9a8e95c779

Observation 567d4ee8-5b3a-475f-ad2c-4c352cde7dee · outbound

This paper cites Understanding and mitigating copying in diffusion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Understanding and mitigating copying in diffusion models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.704413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.943230Z digest=sha256:5fdda60c4bc8706bc0c458c29bc11cec373094b72ebe24f8df6b05d0496d31bf

Observation 064fe5a8-2f71-4afb-8dca-2d23c3dc9b44 · outbound

This paper cites Denoising Diffusion Implicit Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Denoising Diffusion Implicit Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:02.951159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.951159Z digest=sha256:e27cd6a8922ac3563d8d354d47c08856cb1144259b5482a79e8f3ba21dd94c23

Observation f63e596b-15d7-4cde-9768-623e1a574122 · outbound

This paper cites The Pok ´emon Company, Nintendo Co.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks The Pok ´emon Company, Nintendo Co

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.687745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.957058Z digest=sha256:418c22e3bf3e582cba24fce69355111af66e983246f33072198f62d6d94614e3

Observation dc31a8c7-5827-4742-a8af-f7a3a6bdd134 · outbound

This paper cites On prov- able copyright protection for generative models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks On prov- able copyright protection for generative models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.672230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.961943Z digest=sha256:a47ccb603f8eec8dcfe117797d2ec40e161ccbd83da9d71871522d0ca7ce3a4b

Observation c9bf9ec6-29dc-4ca6-9be7-1a17a4b3006d · outbound

This paper cites The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:02.968324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.968324Z digest=sha256:f5d8e26a2d5ea5c23b016d5942bc711ea8bd21edca7d8d10e5b85265c13f9066

Observation eba04568-6b57-45e3-8cdd-bb86e784edf8 · outbound

This paper cites Stylediffusion: Controllable disentangled style transfer via diffusion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Stylediffusion: Controllable disentangled style transfer via diffusion models

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.656530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.974178Z digest=sha256:5dc8d04de1546cf335ad6d21890312f3407c55b695455c7ca81cf600ae05e553

Observation 383421d6-0400-4697-a7b3-ca33ab712db9 · outbound

This paper cites T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:22:03.172748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.979860Z digest=sha256:4a4169651dbbce673ce8e9c1d8b8fb79a63f98b87f887f19d97895e5a33cad0d

Observation 140f9942-5ea2-4ca0-adf1-936d41c39987 · outbound

This paper cites A Reproducible Extraction of Training Images from Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks A Reproducible Extraction of Training Images from Diffusion Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:02.985586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:02.985586Z digest=sha256:a126f9b9051d60cc388b8ff4dc4a604a4c5fa56f4159b95ebaad3d64d5704d07

Observation fd76172d-018e-4416-be48-f7de512574f0 · outbound

This paper cites De- tecting, explaining, and mitigating memorization in diffusion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks De- tecting, explaining, and mitigating memorization in diffusion models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.640493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.991422Z digest=sha256:ca8f550d716db8854234fac2a70cccd9ad433a62cd7956d67e640bd0b5ed744d

Observation 85babd61-d457-493d-a625-fae66809a57b · outbound

This paper cites The emergence of repro- ducibility and consistency in diffusion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks The emergence of repro- ducibility and consistency in diffusion models

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.625138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:02.996987Z digest=sha256:b4f45a8c485d5901f7d7ce57d67a6e919e4646312ac6ca3bc23c0e174a550638

Observation 1c66c5dc-a060-4ba5-a861-e1689c7e8b7b · outbound

This paper cites Towards Robust Physical-world Backdoor Attacks on Lane Detection.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Towards Robust Physical-world Backdoor Attacks on Lane Detection

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:03.002617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:03.002617Z digest=sha256:08b82af236bdb21bc7e80be137f30e9924787f8173337a43c45c290d9ce9e506

Observation 528220d0-df93-4456-b099-1378398432ef · outbound

This paper cites Inversion-based style transfer with diffusion models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Inversion-based style transfer with diffusion models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:03.008450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:03.008450Z digest=sha256:d0301058fa6eeee906382864252a7764406764e6bedd64bc837313b246bacbd6

Observation 19f86cec-2c5a-4db3-9075-1dfaa22a3c30 · outbound

This paper cites A Recipe for Watermarking Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks A Recipe for Watermarking Diffusion Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:03.014114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:03.014114Z digest=sha256:af80523bed966e3decae36ea5795f8c5df48c6472a892c1fe424626aaf6031e1

Observation d461197c-76dc-4a70-b979-b2c1f5d6c59e · outbound

This paper cites Intriguing Properties of Data Attribution on Diffusion Models.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Intriguing Properties of Data Attribution on Diffusion Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T04:22:03.020311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:22:03.020311Z digest=sha256:b2b01ef81ca7257e21d4cd5f764d9c83ae4908be22b87099c20b6bd29af7269b

Observation 94a9abbb-0a18-47c8-ae2c-9ba26fb588c0 · outbound

This paper cites For a training set S = {z1,.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks For a training set S = {z1,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.598041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:03.026348Z digest=sha256:364fe2d91d3aec5cc98c42b21a5749d33c6127ad43566b28310ab4f512494c38

Observation 9998f72b-5439-4e3d-8577-9a54944e486a · outbound

This paper cites an unresolved cited work.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T04:22:03.579373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:03.033472Z digest=sha256:37230b23f6cfba1f54f5eba8a755532478ee1a3c26b10a7d0e48b5fb5f2a3926

Observation a2ee9617-e37c-48cd-8948-5c204b720f9f · outbound

This paper cites Poisoned Data Detection Comparison Methods The main comparison methods for detecting poisoned sam- ples include three SoTA data attribution methods.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Poisoned Data Detection Comparison Methods The main comparison methods for detecting poisoned sam- ples include three SoTA data attribution methods

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.563626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:03.039129Z digest=sha256:133086288042721a28abfd27391c890e67f56c4da624512ba57ad6b65dbcdd1b

Observation 40d345c7-8e88-4426-ad4f-8ac0fd2d7f57 · outbound

This paper cites Trigger Prompts Based on the prompt configuration in SilentBadDiffusion.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Trigger Prompts Based on the prompt configuration in SilentBadDiffusion

Reference 56

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T04:22:03.547795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:03.044978Z digest=sha256:152ef1059d8d6bd45503fed2fec06b8c286927fbc0e67cbb6b53c34146e0bf16

Observation 20c3d3cd-6b61-4b22-9655-037b0b111846 · outbound

This paper cites Each phrase should be up to 4 words long.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Each phrase should be up to 4 words long

Reference 57

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T04:22:03.532159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:03.052433Z digest=sha256:0e0e14a51f9aa73ee0b163d0399573f0540722299e0b0efaf56cd794464c1140

Observation 836b11f8-a775-4087-9540-7a88ef72f76d · outbound

This paper cites Defense Results As shown in Fig.

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Defense Results As shown in Fig

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:22:03.515103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T04:22:03.059151Z digest=sha256:6a71c143f18d9b61097b85e813c9ee79021b6c69334088bcf6b82be660ec95ec

Pith citing papers

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

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation cites this paper.

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

Reference 10

Resolution
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=sha256:86f6a1903f6394ae0561b22e6124d6bc5d85493c6316ec69f55c60b8f4799c95

Observation 2430d0e9-5af1-417c-86f7-eb630e52e67b · inbound

Who Generated This 3D Asset? Learning Source Attribution for Generative 3D Models cites this paper.

Who Generated This 3D Asset? Learning Source Attribution for Generative 3D Models CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:58:15.275247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-20T11:54:47.407033Z digest=sha256:e3e185e47abf294ccb78ee623213661e935b79fb03dd0e55f0b9ddbda75ec5ca

Observation 651f3ef2-8866-409a-b2ba-5ecaf8ea7a68 · inbound

TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting cites this paper.

TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks

Reference 119

Resolution
verified exact
arxiv_id, observed 2026-05-22T05:31:07.615122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-22T05:29:52.758898Z digest=sha256:f5f26dde63a9afe2c60c662b98378a34bc4b7da6b7eb492b72ca4270f95dc3d9