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Paper Citation Record · LEDGER

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators

As of 18 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2505.03859.

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

pith.paper-citation-record.v1
2505.03859 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:50:44.111068Z

measured 70 of 70 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T13:55:25.499927Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

68 of 68 outbound references displayed

  • verified exact4
  • verified fuzzy3
  • unresolved55
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch1

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2ec57f4b-8cba-41f1-bf42-4ab175473969 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 1

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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=2026-08-15T23:50:43.872569Z digest=sha256:a068bfda70e82cacfc5a9a9121244dcca1ee2da43cf487c0ba732c33ccf5da30

Observation 4a957936-cccf-484c-9fde-e29dd502fc22 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 2

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raw_fallback, observed 2026-08-15T23:50:45.254626Z

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=2026-08-15T23:50:43.876670Z digest=sha256:ec9f3b9537bef35036975ccd6c10f47f8344fff08a59542ef663cb05acf0ef77

Observation 72c427a0-d04a-47eb-aafa-c226971541d4 · outbound

This paper cites Towards a Harms Taxonomy of AI Likeness Generation.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Towards a Harms Taxonomy of AI Likeness Generation

Reference 3

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local_arxiv, observed 2026-08-15T23:50:44.994494Z

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=2026-08-15T23:50:43.879975Z digest=sha256:96955a4bb25be01163068f80ee681452e2848734519dd5c1e8d2c5055f0b7202

Observation 7106849e-116a-40f6-bf62-4bb3b7ffdc27 · outbound

This paper cites Into the LAIONs Den: Investigating Hate in Multimodal Datasets.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Into the LAIONs Den: Investigating Hate in Multimodal Datasets

Reference 4

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no resolver link, observed 2026-08-15T23:50:43.884618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.884618Z digest=sha256:10695700ef9bd881938920b73cf691bb9c872600e2c327751f52031d734f9f29

Observation 8a9e1ceb-ecea-4301-b07a-44c519f2559f · outbound

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

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Multimodal datasets: misogyny, pornography, and malignant stereotypes

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.888760Z digest=sha256:1badfd65c51aaa9c767cc393d0c23333b46ab92d8a4a9d62dd77b0e430a33693

Observation 791cc1f6-ee1f-42d3-96fe-efb8b47ab9fe · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-15T23:50:43.899580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.899580Z digest=sha256:cb5d97168132c66d33deebc0b5542a1ed7154688e3a09ad3a180060025e5e9ae

Observation 18b97d3f-3a77-4b32-80d1-f5aeabd55a08 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.906245Z digest=sha256:35b50a92a7ebef59abde1c920093c7ed523fa3db73a9af402855459b78e61d82

Observation 31644cfe-2e69-46cd-bde2-ca7d8b970fe0 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 9

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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=2026-08-15T23:50:43.910688Z digest=sha256:42a43b6930fa015fc75aa8633e67d59577b5d5619ddeaedbd0fa03e9089650ce

Observation 83b05871-287a-4488-811d-3ff23b0b0378 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-15T23:50:43.917232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.917232Z digest=sha256:77eab5308a20137a8d2420c46b568dde42f754536b9a379c5e353816e0cc20fd

Observation 341cd7f8-784a-40d1-99d8-51e4c5e8b3cf · outbound

This paper cites Scaling Vision Transformers to 22 Billion Parameters.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Scaling Vision Transformers to 22 Billion Parameters

Reference 11

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source=pdf_text observed=2026-08-15T23:50:43.923674Z digest=sha256:7d9fcded670dd7d6ca9e73e80c5a0f26841a98d28cbf3f5b7b6303c21f80cedd

Observation 3e95a6da-fca2-4c48-a79d-ef4a90b346d3 · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 12

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no resolver link, observed 2026-08-15T23:50:43.927102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.927102Z digest=sha256:f652b4c79a1471ae2d0f52239e5fd3f4c18e0efcf7ba4085ac2911aefc251673

Observation 45446c92-7ce9-4aa4-b935-12cf9e0539a6 · outbound

This paper cites 634, 8035 (2024), 818–823.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators 634, 8035 (2024), 818–823

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.920511Z digest=sha256:573b7ac80a5bc2f339bf15e5a74f27cbbfbb1b5bee641758018a7e6117bfd61d

Observation 88d409ff-651a-47be-b00d-a966a07e44c0 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 14

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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=2026-08-15T23:50:43.933751Z digest=sha256:4b82839752dc595acd22b5f6038f5ac44290d32b7c9b2a53305db413a0e783ca

Observation f57eafcb-2c33-48bd-bf5d-a283ed2f4099 · outbound

This paper cites Generative Adversarial Networks.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Generative Adversarial Networks

Reference 15

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:50:43.937059Z digest=sha256:cdf4a58f3a738ae61f92f4e5a9f93670c9e639f2f88bd9e248f95dd30ca9bbdd

Observation 0db56a2b-955c-4908-b313-c9ce4c7eada5 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 16

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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=2026-08-15T23:50:43.930842Z digest=sha256:9fcac46d587f9da7f2362e8d523884082282343e623af373f8746cdd1e2cedf9

Observation f1e80ce4-34f0-4b16-8b0e-4cb79ada19f4 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 17

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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=2026-08-15T23:50:43.944232Z digest=sha256:aa0fdb748f15c1e36a51a1de6b0c4a26b170e062ff06a727e29da605aaef2adb

Observation eff9b129-0d85-42d8-b0a3-fa0ea8868337 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 18

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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=2026-08-15T23:50:43.947494Z digest=sha256:dba1992ea1491da56bca316b19904f398858a631f06a6abdabca526bd3825d67

Observation 59d1d3b5-49c3-411b-bffe-928f49765734 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 19

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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=2026-08-15T23:50:43.940293Z digest=sha256:587154ddc149316a3349ab39d7c72700be45c690a8dd28754b3f30404be84a1e

Observation ebfe98ed-43c1-4f67-b238-366cec4a2f23 · outbound

This paper cites Harm Amplification in Text-to-Image Models.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Harm Amplification in Text-to-Image Models

Reference 20

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:50:43.954772Z digest=sha256:bc76158d3faaaedb4efc2d5d8653b26ad78a22f9a61b17b640d547043648b95e

Observation ed9670e0-11be-468d-9ead-9a68d2fa823e · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Denoising Diffusion Probabilistic Models

Reference 21

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source=pdf_text observed=2026-08-15T23:50:43.958363Z digest=sha256:34310d57367a7d40cd7e72a33b4c0aa9e6e2702b2b8900091f89cbcd7af97002

Observation d27de193-5526-4e7d-8cb6-4434ff7b4948 · outbound

This paper cites Safety and Fairness for Content Moderation in Generative Models.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Safety and Fairness for Content Moderation in Generative Models

Reference 22

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no resolver link, observed 2026-08-15T23:50:43.950684Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:50:43.950684Z digest=sha256:73dff20591fa5c125c027a0b4ac9cb0754746ea30a60745c0bc6c279c5f34403

Observation ceb4c675-09a4-4195-a0f9-cf8426c6ffd8 · outbound

This paper cites In-Context LoRA for Diffusion Transformers.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators In-Context LoRA for Diffusion Transformers

Reference 23

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no resolver link, observed 2026-08-15T23:50:43.964576Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:50:43.964576Z digest=sha256:cdac110c7dd555dd63f6e3e3f86627c37676fc16f668ac1d4af88d8d06ad7b2c

Observation 67bbd45c-b59d-4f6b-82e8-c2504d3a9f5d · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 24

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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=2026-08-15T23:50:43.968423Z digest=sha256:11f75be01b33ed4b675412296f2eea6de18e3cc6c3345c57e978bfe463d2d641

Observation 6c66ab7c-f7fd-44a2-bf94-5e316fbfa045 · outbound

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

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators LoRA: Low-Rank Adaptation of Large Language Models

Reference 25

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source=pdf_text observed=2026-08-15T23:50:43.961544Z digest=sha256:f6fab8d370791f40f7f7ee19492f44a8c2f6dc86136627130256feb08a9d1943

Observation 11e3a175-87d9-4d46-952a-5a3df3749888 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.974832Z digest=sha256:a84d423e2d02fb841c4c25a97b7bd0c1c990a3b9a0784cfea9c7d7f76004ee41

Observation 449d4c99-747b-4fbd-9b9f-ba54ac2a1677 · outbound

This paper cites Text2Human: Text-Driven Controllable Human Image Generation.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Text2Human: Text-Driven Controllable Human Image Generation

Reference 27

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local_arxiv, observed 2026-08-15T23:50:44.233211Z

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.

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Observation dd7cec89-4996-4ccd-90ec-3c7f67c571ca · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.971776Z digest=sha256:9d13febd1d95b690ec8767f4a70bc30b78e922be5ecce19ba44b83cd3b3313c2

Observation 0223316e-685d-44db-be78-011720923289 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-15T23:50:43.985017Z digest=sha256:4a02a2fa9167af73eb6c49a3d87ccbcb7bbfb468c42fc4261c57603792f38940

Observation be1f0c4c-d9fa-4f0f-89d2-926c637a8193 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 30

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raw_fallback, observed 2026-08-15T23:50:45.157455Z

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.

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Observation 20c3a409-8aef-4322-a9de-15430f38a17c · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 31

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Observation 398f8b59-ebaa-4b09-b301-8f58a5598673 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 32

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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.

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Observation f708c5fe-4f03-48cf-9c1b-8a24a01e821c · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 33

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raw_fallback, observed 2026-08-15T23:50:45.137897Z

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.

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Observation 769d9046-0c50-45d9-b695-eef7976c7691 · outbound

This paper cites Stylus: Automatic Adapter Selection for Diffusion Models.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Stylus: Automatic Adapter Selection for Diffusion Models

Reference 34

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source=pdf_text observed=2026-08-15T23:50:43.991556Z digest=sha256:39aacf066cac00dc0a741a46ef2417143d85e1c50bc82376f51c0d5c90c5b714

Observation 5259ef62-bfac-44b0-8ecd-337408ce76c7 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:44.005104Z digest=sha256:f085a96218a96de0412b10309080531fa88a8dc713d31178c755dc1f0b1cd514

Observation a43478d5-d56f-4575-af9d-a5b68f93d725 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 36

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raw_fallback, observed 2026-08-15T23:50:45.127933Z

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=2026-08-15T23:50:44.008234Z digest=sha256:ee67f76fdfbe673dd7159c74ea5c25e93ca2fcfbd108b592e0ff1ab522940655

Observation 44a12503-7062-41cf-ba03-4bfe5232fd30 · outbound

This paper cites The Creation and Detection of Deepfakes: A Survey.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators The Creation and Detection of Deepfakes: A Survey

Reference 37

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local_arxiv, observed 2026-08-15T23:50:44.741384Z

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=2026-08-15T23:50:44.001710Z digest=sha256:8de5b7b6ed5f325e0906bab70604eb3fab222cad3754e49855401580efc8b854

Observation ea2ea197-2e3b-418a-8c7a-013985db8bf5 · outbound

This paper cites Image Transformer.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Image Transformer

Reference 38

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Observation b77441a5-0af5-4a7c-a6a8-1f9196de541d · outbound

This paper cites Bender, Emily Denton, and Alex Hanna.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Bender, Emily Denton, and Alex Hanna

Reference 39

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Observation e475bdf9-8ea9-489c-a0fe-43d044c6a3a0 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 40

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

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Observation fdafec38-c446-4d16-bbcd-a32d43401493 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 41

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

source=pdf_text observed=2026-08-15T23:50:44.024446Z digest=sha256:d09e0bfdc947ae9ea58898468b165570b6e89adee37e679f49f3bdd4ae12afb2

Observation 8fa50719-dc4c-4c5a-865b-b5c5706e5481 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-15T23:50:44.027480Z digest=sha256:80c11c290a03b99e093982fcf2bd2580840c71fc043c7efa1a0b9fd9dcc91669

Observation e2b36f85-9c81-4e15-b2d8-85de02cb41c6 · outbound

This paper cites Scalable Diffusion Models with Transformers.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Scalable Diffusion Models with Transformers

Reference 43

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source=pdf_text observed=2026-08-15T23:50:44.020870Z digest=sha256:8cd55378038fadcee79b461aa163fd7f43257f692b1982c2f6037699c8a9592b

Observation c9571e14-436a-4bad-8b63-d812cbec39a9 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators High-Resolution Image Synthesis with Latent Diffusion Models

Reference 44

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source=pdf_text observed=2026-08-15T23:50:44.037505Z digest=sha256:9f88ee51e854abf15c17b3f300b03372a1b5fe7a7d529e135ece5698a49bbd27

Observation d531006f-a217-41c5-bfe4-8531b5e7d525 · outbound

This paper cites DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Reference 45

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source=pdf_text observed=2026-08-15T23:50:44.040841Z digest=sha256:2494a79139d13f788d5d1b65edc03a6f39540fc36a15ad4109b8c08f493e8374

Observation 451dcb2e-c312-4413-bbcc-27531ec0dbb7 · outbound

This paper cites Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Reference 46

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source=pdf_text observed=2026-08-15T23:50:44.044308Z digest=sha256:b91cbaefd55f320e7d402bf8240ddf1cd7b1d50a587cccd5b516ebaf573e039b

Observation cf02a480-416b-4182-96db-3a4fe7b04987 · outbound

This paper cites Zero-Shot Text-to-Image Generation.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Zero-Shot Text-to-Image Generation

Reference 47

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source=pdf_text observed=2026-08-15T23:50:44.033955Z digest=sha256:e6cd3fc32e5f820b18ad514825bd5e49c8891d95e6c61b1f334ad3ab6ce5260f

Observation 6aad80f1-cdf3-42b2-b428-f33f953b9cbc · outbound

This paper cites Weiss, Niru Maheswaranathan, and Surya Ganguli.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Weiss, Niru Maheswaranathan, and Surya Ganguli

Reference 48

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source=pdf_text observed=2026-08-15T23:50:44.051611Z digest=sha256:c792a82d9712914ca067c02bbf4409843f7c8bb261de4734dbcef907df51c2aa

Observation 57c9610d-cdb7-499d-867b-aadbd5e16edb · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-15T23:50:44.059114Z digest=sha256:c5349af905cc449dc8c5686d03e647f1f35e06f522d1106ec1ce3bf1faa42b0f

Observation 266a2ce7-13d9-49f6-b879-d0a82cfe644b · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 50

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

source=pdf_text observed=2026-08-15T23:50:44.062091Z digest=sha256:75f363373025a4dcd6d1ea5682155e3df4fe8dad95446b28d723935aead6b60d

Observation 955bea56-54ce-4705-b258-b2f1b88f50ad · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-15T23:50:44.048325Z digest=sha256:957b9604594fa938f053579e20bb1f5438b5f4a314713c62e55ec84c6c2e99f9

Observation 40df407a-64af-411a-810a-275fe61ffc17 · outbound

This paper cites 2023.Found through Google, bought with Visa and Mastercard: Inside the deepfake porn economy.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators 2023.Found through Google, bought with Visa and Mastercard: Inside the deepfake porn economy

Reference 52

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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=2026-08-15T23:50:44.068725Z digest=sha256:4727b74c3c503a60f1df436d6a3224b7f1bfee69dd3b075f58ca02ef3d069394

Observation 8ea4a81c-9b75-4e65-a6a4-93ed97e91be5 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 53

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

source=pdf_text observed=2026-08-15T23:50:44.071883Z digest=sha256:326d33bfb7719fd854b9b79f20e66a3c2de9a063d94d3817bbfe061c025f57df

Observation 98eb6cec-e0a9-4a5a-91a4-d440e948c379 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 54

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

source=pdf_text observed=2026-08-15T23:50:44.075720Z digest=sha256:6b40f81826f73289b783bf01e81a33c981a34b6c19bf9133558f3f6a1a2a3b20

Observation 3266c7ea-01b4-43f8-a0a4-581be26fb0a8 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 55

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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=2026-08-15T23:50:44.079163Z digest=sha256:e806176f8ea1ee94faebfa1924856dce6bc11070c4ee7d1e7a1c2d5d2c872f39

Observation d1be6c48-bff1-4925-a494-d038d1a2a993 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 56

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

source=pdf_text observed=2026-08-15T23:50:44.064840Z digest=sha256:bb313e7e5c0e60987f4ddb2614b45535e68e8d52118119a29e69c9ce7413c24f

Observation c7532ab6-a0fe-4b41-a88c-6d64f66fab88 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 57

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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=2026-08-15T23:50:44.085952Z digest=sha256:7b039f2a3878cf3cc2bf842fd8cc31673c4d91496ef16e3e32ab09c348f02107

Observation 6ea5a844-67e9-4c0d-9cec-0142d5368693 · outbound

This paper cites An ontology-based approach to the optimization of non-binary (2,v)-regular LDPC codes.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators An ontology-based approach to the optimization of non-binary (2,v)-regular LDPC codes

Reference 58

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metadata mismatch
local_arxiv, observed 2026-08-15T23:50:44.444637Z

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=2026-08-15T23:50:44.089169Z digest=sha256:b758368c2d996c21a5e02597a8fa7b81dcc4c914cbf50b351eb34ee2440b78cd

Observation dbaaa4bc-10c8-4d40-939a-8249031c2f26 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-15T23:50:44.092791Z digest=sha256:972b4da23643c28b564b783573f7a12cdc1a9c7b432183950c1263b47b3d04b0

Observation a97cc51d-afaa-4be9-9052-cdf9e1d699b5 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 60

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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=2026-08-15T23:50:44.096093Z digest=sha256:02034ec989fe2caf212fd6d1fb219fe5036a68dfa90b6a6bc0c284ef6c1145a2

Observation 2742988e-bc45-4938-b856-8648e7e3b237 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 61

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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=2026-08-15T23:50:44.082291Z digest=sha256:59186a34d1b4ee6b2387f5e7af8419dbfe9af42721cdd2dedf4ab5bc4abc34e1

Observation 7d8abdb8-cc7b-4293-a05d-6bab61ff3f47 · outbound

This paper cites DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning

Reference 62

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source=pdf_text observed=2026-08-15T23:50:44.103050Z digest=sha256:41ea77628382a309b7bcef22e20eba9f31f2694c7df5844988298f5078967c66

Observation 88da122c-91a4-4456-bfbd-ec96dac5411d · outbound

This paper cites 2025.Fine-Tuning Flux.1-dev LoRA: A Practical Guide.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators 2025.Fine-Tuning Flux.1-dev LoRA: A Practical Guide

Reference 63

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raw_fallback, observed 2026-08-15T23:50:45.004570Z

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=2026-08-15T23:50:44.107832Z digest=sha256:b0571f0103b5fa708d4d74291fece2f316cb05a705d98dc1c0aa7f5bf7601724

Observation a3cfa0a3-42ab-4db2-b200-d6f9be1b1c5f · outbound

This paper cites Celebrity.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Celebrity

Reference 64

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:50:44.111068Z digest=sha256:3f52b8b64087c236bf7e8fa13c514beabf8b49688921015bba94c4f7380f8dc8

Observation 7efb6ee9-f293-409b-a431-4f61e4149772 · outbound

This paper cites an unresolved cited work.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Unresolved cited work

Reference 66

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unresolved
raw_fallback, observed 2026-08-15T23:50:45.013851Z

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=2026-08-15T23:50:44.099618Z digest=sha256:51712b335bb735cce3800a4c5b260db832f99d3ea0aed4c7a7a64fe8a329767a

Observation 59bdf173-7fec-4df3-92a0-09e5c437a84d · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 2015

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:44.055636Z digest=sha256:3a3aa7b0fcc75bf1ff57f8caa7177713737d7f735fc84e68d1bd0f42dc649847

Observation f0a23b9d-3471-4b4d-b4a1-1aab9107a922 · outbound

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

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 2022

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:44.030524Z digest=sha256:ff9d4b65f384054379515307010a10c3e88a9a4bf015cc13cf3ade582ab1dc15

Observation addcb989-3c72-479a-9155-e7cdca72a2f7 · outbound

This paper cites In 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) (2023-10-26).

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators In 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) (2023-10-26)

Reference 2023

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:50:43.903021Z digest=sha256:04953eb6526d634460768baf146a37d4421e55a887f6c204f20872d31e92c792

Observation 487e92b0-41d3-4334-a26e-0faa0bc13dd3 · outbound

This paper cites In 2024 IEEE/ACM 21st International Conference on Mining Software Reposi- tories (MSR) (2024-04).

Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators In 2024 IEEE/ACM 21st International Conference on Mining Software Reposi- tories (MSR) (2024-04)

Reference 2024

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raw_fallback, observed 2026-08-15T23:50:45.238791Z

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=2026-08-15T23:50:43.895630Z digest=sha256:c1bc155748b8bca9cd5c345e07f060df4ec996b6b641e51dae643e5ec70e22d8

Pith citing papers

Observation 706043e1-4f5f-4378-a4c3-3c6ca4751e2b · inbound

How to Stop Playing Whack-a-Mole: Mapping the Ecosystem of Technologies Facilitating AI-Generated Non-Consensual Intimate Images cites this paper.

How to Stop Playing Whack-a-Mole: Mapping the Ecosystem of Technologies Facilitating AI-Generated Non-Consensual Intimate Images Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators

Reference 48

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verified exact
arxiv_id, observed 2026-05-21T14:00:12.809621Z

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=2026-05-21T13:55:25.499927Z digest=sha256:c4f4979a012b21f02429d60ee8d0846655da6b73716e1428d1844681e1fa6586

Observation 27c6b312-478c-4b72-85bf-114de84f0432 · inbound

Latent Space Probing for Adult Content Detection in Video Generative Models cites this paper.

Latent Space Probing for Adult Content Detection in Video Generative Models Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:46:12.415131Z

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=2026-05-09T21:07:18.808339Z digest=sha256:5544d7883e7e94671f01e8342df4e2b121c5f6ed51ed72358dd12fe2d7cba061