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Paper Citation Record · LEDGER

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust

As of 16 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2506.07363.

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

pith.paper-citation-record.v1
2506.07363 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:56:27.792371Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:10:22.366015Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T11:06:01.716437Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact5
  • verified fuzzy30
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f471652d-b75c-448d-bd01-987c4faf06fb · outbound

This paper cites How underground groups use stolen identities and deepfakes,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust How underground groups use stolen identities and deepfakes,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.839946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.533656Z digest=sha256:298171e3778dc88530807c34baa5f9225e927d3ebd66d865dc8e9ff27480b0d1

Observation a9de61d4-d2ac-46a6-aafe-73b0a0d65f5d · outbound

This paper cites Romance scammer used deepfa kes to impersonate a navy admiral and bilk widow out of nearly $300,000,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Romance scammer used deepfa kes to impersonate a navy admiral and bilk widow out of nearly $300,000,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.823674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.539689Z digest=sha256:490c92b9d1bfc150c4c218e8724ea649de8d3616f41293e9fcaeaa2a91226b68

Observation a280a1d4-ac23-485a-bc19-30b6c6d92707 · outbound

This paper cites Deepfaked voice enabled $35 million bank heist in 2020,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfaked voice enabled $35 million bank heist in 2020,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.808233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.545214Z digest=sha256:9a51fa482f2892c9e6d036f1399d5b1d57591dc30fabf969b111a89787da3ac7

Observation 4544fcf5-476f-4a93-a67b-f6240d0f4d5e · outbound

This paper cites 2023 state of deepfakes,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust 2023 state of deepfakes,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.792270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.550910Z digest=sha256:70f4e4825dbb7f0f1b14568147a448e54abdb62780de73b1e611a97d82bfbd72

Observation c72c8217-83ca-461f-91db-152de13802c9 · outbound

This paper cites CSDL: IEEE Computer Society,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust CSDL: IEEE Computer Society,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.776707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.556252Z digest=sha256:20c3725944f7b3b2d822ac5b97155244c6767b0d9cde17f8f3ce7f6f0d42570d

Observation 554e6740-c691-4959-b231-2764d9b32b45 · outbound

This paper cites Tools for human imagination.,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Tools for human imagination.,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.760570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.561974Z digest=sha256:543cfa3b8ac0db3102183bef1afb49351e0080f13ca718cd555b4e2a0d28c8df

Observation e0b54c74-480b-4a37-aedd-3f2da5f50a23 · outbound

This paper cites S0MD3V/Roop: One -click face swap,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust S0MD3V/Roop: One -click face swap,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.744595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.567826Z digest=sha256:b66caf44a288d48dbfe32146f8155fd18184a82e3ae4220fd3f29574aaf04b52

Observation 6391ed9e-bd4f-4d43-8cab-a5c8d4a88efb · outbound

This paper cites Gui Ruby Rope Face Swap,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Gui Ruby Rope Face Swap,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.728833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.573700Z digest=sha256:222553152e9faba243b87f55b4db18f19dc983ac886c74e396485020308f2f89

Observation 7aea156b-11bb-417e-b86b-353557bda4f8 · outbound

This paper cites Free text to Speech & AI Voice Generator,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Free text to Speech & AI Voice Generator,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.713839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.578998Z digest=sha256:bd68f8e160db312941b25cecca8d525dcad13368b9c03b0ae2c8c6d1798b4a7e

Observation f5adbdf7-2e18-46b9-9ab6-3652600ae50d · outbound

This paper cites Facebook says Deepfake video shared on Instagram of Mark Zuckerberg appearing to say he’s in ‘total control of billions of people’s stolen data’ does not violate company policies,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Facebook says Deepfake video shared on Instagram of Mark Zuckerberg appearing to say he’s in ‘total control of billions of people’s stolen data’ does not violate company policies,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.698206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.584331Z digest=sha256:94e205eaf809201cc7388d95600679a3b2792b913d851336de30ca210ded94ff

Observation efabbb92-2ae0-4cb8-9301-51acbe91b59f · outbound

This paper cites I created my own deepfake -it took two weeks and cost $552,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust I created my own deepfake -it took two weeks and cost $552,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.681994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.589483Z digest=sha256:3709dc04dce5122fd9dc509d0404020104163197852573e2980f559f97759550

Observation 10562f84-ec9a-485c-89f7-f4d28612ecd4 · outbound

This paper cites Deepfake: An Overview,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfake: An Overview,

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-10T14:56:27.594996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.594996Z digest=sha256:9c90998342550809afc9330691979e5fb2ffaae6ccfdd605cc599524b31689eb

Observation bf4163ce-b3b4-4fba-b170-382a57da3787 · outbound

This paper cites Deepfake: Risks and Opportunities,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfake: Risks and Opportunities,

Reference 13

Resolution
verified exact
raw_fallback, observed 2026-08-10T14:56:28.266191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.600480Z digest=sha256:0e42e2926903b555c37cba76ea9735dc0b23757e0fbe0a51de77de082508c1e6

Observation 10f3784b-35c8-4eb7-9d2e-fbba2ec00f92 · outbound

This paper cites Inclusive Voice AI for People with Speech Impairments,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Inclusive Voice AI for People with Speech Impairments,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.665672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.605447Z digest=sha256:4d026ebb5649ed5c45c47d43b96fef3861c1580d4902867bfe05ba28690cc159

Observation 5573a119-61ca-4f18-9d87-15eea406e2bf · outbound

This paper cites New Research Combats the Burgeon ing Threat of Deepfake Audio,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust New Research Combats the Burgeon ing Threat of Deepfake Audio,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.649207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.610731Z digest=sha256:d2978a411c6e1f832ab7617096a6d68375ef4fe69ddd4f0e768c13c0a9dde37b

Observation 489f67c2-a619-48d2-8783-702c02ed634f · outbound

This paper cites Sounding the Alarm: UF Cybersecurity Expert Exposes Audio Deepfake,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Sounding the Alarm: UF Cybersecurity Expert Exposes Audio Deepfake,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.631678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.616004Z digest=sha256:aa067acdf5c6678bf600a804bf7edd88bdf505064e13fa6bf567f5437c62d9bd

Observation dd56e580-abc2-47a0-9e59-2dbc42766bee · outbound

This paper cites Availability of Voice Deepfake Technology and its Impact for Good and Evil,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Availability of Voice Deepfake Technology and its Impact for Good and Evil,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T14:56:27.621037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.621037Z digest=sha256:24438e803ba1189a689329b31ed1024ab82e26205be841fd17b0335c06bafaf6

Observation 47efd854-d9b6-4e35-92b9-dbaa3f0d20cd · outbound

This paper cites A Review of Modern Audio Deepfake Detection Methods: Challenges and Future Directions,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust A Review of Modern Audio Deepfake Detection Methods: Challenges and Future Directions,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.615548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.625979Z digest=sha256:09c1aa5531f0f1b8ce28a549c039a4cb6f7a4210b661c4f88626d4077babb96a

Observation 22c7c5e4-a3c3-4c73-9a81-e6c537a454a4 · outbound

This paper cites Huge Bank Fraud Uses Deepfake Voice Tech to Steal Millions,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Huge Bank Fraud Uses Deepfake Voice Tech to Steal Millions,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.598501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.631180Z digest=sha256:2d79bf984b9b5c1b588cc5dbc8c93f55f1b06b5b5f5edd8adb16473588312b42

Observation 7a7e531c-68d9-449d-acd0-eb91b2d01b0f · outbound

This paper cites AI, Politics and the Battle Against Misinformation,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust AI, Politics and the Battle Against Misinformation,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.582201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.636163Z digest=sha256:a626788beafa4bf636b21722d30afb1738f3aec4683fd8e3a9c739df61913478

Observation f88fe489-d771-45d1-9a8b-c6743edcb6af · outbound

This paper cites Discussion Paper: The Threat of Real Time Deepfakes.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Discussion Paper: The Threat of Real Time Deepfakes

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-10T14:56:28.103198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.641019Z digest=sha256:28607d90e75fc67f9fe52258b2396223d3a6ae4445a65589bc164424224603b3

Observation b8a6439d-249e-4253-8d57-30e501fbe599 · outbound

This paper cites A Look at Global Dee pfake Regulation Approaches,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust A Look at Global Dee pfake Regulation Approaches,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.565910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.646582Z digest=sha256:65db67a6d43f43a09062b29b256daec83d833be8e03ede8b4be70950563fae4b

Observation eafd8f40-3410-4091-aa2b-598139446137 · outbound

This paper cites V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T14:56:27.651869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.651869Z digest=sha256:3d50508bc4a87a51f0b6ee690035da6ecdef6cd5c7e215da18e85b1c0da80bfc

Observation f1125a93-0054-4870-b09f-258277afdaa3 · outbound

This paper cites The Impact of Deepfake Audio on Society: Combating Audio Manipulation,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust The Impact of Deepfake Audio on Society: Combating Audio Manipulation,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.550341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.657254Z digest=sha256:34f248bcf9b2d255a38c3aaab1b9abec12586f81e5a8c51903502ae1e0c60a2e

Observation 98561443-ea1d-45e6-ac71-2bb57717b324 · outbound

This paper cites Launching the Deepfake Detection Challenge: A Collaborative Effort Against Digital Deception,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Launching the Deepfake Detection Challenge: A Collaborative Effort Against Digital Deception,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.534943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.663433Z digest=sha256:c51ebea640ad28651f678a0a974d8e6cb146139e91cfd4676585f5d00b9b6f32

Observation 55e270ac-3c84-4a6a-8514-f174abcafad8 · outbound

This paper cites Deepfake definition & meaning,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfake definition & meaning,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.518587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.668455Z digest=sha256:a3f66c024191b290847cb6578ff3be4548f2822e55f0759596df2ab7c0797bdd

Observation dea7c1aa-d18b-4e0a-ba6e-ab43a59b8b62 · outbound

This paper cites an unresolved cited work.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:56:28.503232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.673829Z digest=sha256:7dcf3318db61e49a5f3a69c9d85cd50fe3f639f638e25cb89169b18c818b8288

Observation e1967984-7aff-4069-925e-61fbe4eab3de · outbound

This paper cites an unresolved cited work.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Unresolved cited work

Reference 28

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unresolved
raw_fallback, observed 2026-08-10T14:56:28.487353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.679239Z digest=sha256:2d5d621ae291bd26c0a56d4b264ff3e39229eb5a1f0607e4e29068e8ebcd46fa

Observation c11531c1-ebd9-4c7c-a215-e6f57746df3f · outbound

This paper cites an unresolved cited work.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-08-10T14:56:28.471109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.684602Z digest=sha256:79e533fa4f8307889e6066d20f480fdfcd64bc4c05c424d472825f5020bb517a

Observation 9125b9c2-2780-43bf-8b2a-92cb42fa3e60 · outbound

This paper cites an unresolved cited work.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:56:28.454978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.690704Z digest=sha256:17d825747282048969a0bfb7665b060ec31dd4994640ee73f530e2aeab2a21cb

Observation 3c381e49-783d-4ce7-8aad-a7b50769644f · outbound

This paper cites an unresolved cited work.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:56:28.438781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.695767Z digest=sha256:92136156f569e31e2d50daba2b595da2a222165f297bb6719a9f9227eb0c3891

Observation 03f9a324-1296-4fb5-8051-5b6d728c4705 · outbound

This paper cites HITMAN: A GENT 47 Clip -.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust HITMAN: A GENT 47 Clip -

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.421735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.700860Z digest=sha256:fc757ab6ec3d33098b9cb37a332c3a424c915b20fcf8c8ed4ac07b73b341f8a6

Observation bffde1db-166b-4535-b0de-6a2b8b220d11 · outbound

This paper cites Deepfakes: More frightening than Photoshop on steroids,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfakes: More frightening than Photoshop on steroids,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.404323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.706007Z digest=sha256:4a89a49eb56def7c4121cd9e486ec9594f6491bba3cd1a1bd85ccfca56fcd6fd

Observation 27e3bac7-9c52-4c28-9ad2-a046a3445f90 · outbound

This paper cites An overview of GA N-DeepFakes detection: Proposal, improvement, and evaluation,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust An overview of GA N-DeepFakes detection: Proposal, improvement, and evaluation,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.386655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.711088Z digest=sha256:16fc34c81d63438774b375852d9e6faf73f7f7509035a96d35b4c734a4dac6ab

Observation 9635e24e-e5fc-4903-b268-5ecf72ebed8d · outbound

This paper cites Deepfakes: Deceptions, mitigations, and oppo rtunities,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfakes: Deceptions, mitigations, and oppo rtunities,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T14:56:27.722320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.722320Z digest=sha256:8fecb79a2abfb4ccff2ef7a2dc138c472e890e1bb9e93047ce327af28038fe27

Observation 70d3a2e3-c2c8-4dd8-878a-49245c867b99 · outbound

This paper cites Ethical C hallenges and Solutions of Generative AI: An Interdisciplinary Perspective,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Ethical C hallenges and Solutions of Generative AI: An Interdisciplinary Perspective,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T14:56:27.727666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.727666Z digest=sha256:a4432dac91be37a574cd870d50e1f64adc661a8a45f811cea1be0edc3f0008c7

Observation fc13b5d8-9ff5-4776-a85a-7054b2ee39fd · outbound

This paper cites Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-10T14:56:27.969638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.733141Z digest=sha256:4a19da5d0957e1e66fcf3765aac5659edb02781baf70e4882e5c67fa57bffa9f

Observation aad79fe5-957b-46c9-9649-3aed23d890ff · outbound

This paper cites NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animation.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animation

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T14:56:27.738462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.738462Z digest=sha256:22f7d918e235c3474ab6359bda16e1a67e9a5985f5a8d2b6e0c8707dcc2300dd

Observation 52dfa471-8722-43b9-a075-1e96b5be72dc · outbound

This paper cites Tackling Bad Hair Days in Human Image Synthesi s,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Tackling Bad Hair Days in Human Image Synthesi s,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.369553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.744122Z digest=sha256:15743153727945a611588ba44706e94efaed127fd15a2dc64e9811e11878e655

Observation f5935723-fab7-4662-9df9-f1ec1b259ab5 · outbound

This paper cites Introducing Gen -3 A lpha: Next-Generation Video Creation,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Introducing Gen -3 A lpha: Next-Generation Video Creation,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.351267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.749273Z digest=sha256:6a8a75a1bf86fe4998400ac036187620c145809e0e225691aa87031f46300d4c

Observation d7ce9281-fa70-44c8-b067-befc63e6bda9 · outbound

This paper cites Generating Long Videos of Dynamic Scenes.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Generating Long Videos of Dynamic Scenes

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T14:56:27.754175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.754175Z digest=sha256:2d209c5116da5713776c650bddc02f52d5c015d43f78f70c75fef422def7812b

Observation 288d1a0a-0de2-4257-9623-ea2f2adcdf72 · outbound

This paper cites Generating Temporally Consistent Stable Diffusion Video Directly in the Latent Space,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Generating Temporally Consistent Stable Diffusion Video Directly in the Latent Space,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.334241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.759595Z digest=sha256:5588c2fba02f7e343a71d1e34f6b94a042539df41502d514fb16e8186c5cc1db

Observation 0255d01e-f07b-4f0e-8c0d-a0d9305a3997 · outbound

This paper cites Deepfakes, Social Media, and the 2020 Election,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfakes, Social Media, and the 2020 Election,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.318287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.765211Z digest=sha256:3de7a64660aab334efd901f1dca6ad9ce048c0844eca302941c5eeee3fd4af30

Observation 7f114670-e163-4fbc-97dd-d8732e48f966 · outbound

This paper cites Fraudsters Use AI to Mimic CEO's Voice in Unusual Cybercrime Case,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Fraudsters Use AI to Mimic CEO's Voice in Unusual Cybercrime Case,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.301377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.770659Z digest=sha256:f19307cfa7387619e9498c38785956e9bbf6e129a85da1158a089bf3809d217f

Observation 9614b7c3-4fd8-4b60-8744-60bbddb6686f · outbound

This paper cites Threat of deepfakes to the criminal justice system: a systematic review,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Threat of deepfakes to the criminal justice system: a systematic review,

Reference 45

Resolution
verified exact
doi, observed 2026-08-10T14:56:27.873287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.775640Z digest=sha256:6c22e08915d08261c73985223d8670a851383573f01be7a9bea00e5b8cfe2f47

Observation e862b4cf-d7aa-47ff-a4f9-fea2f88de33c · outbound

This paper cites DARPA explores cutting -edge AI technologies to counter deepfake threats,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust DARPA explores cutting -edge AI technologies to counter deepfake threats,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:56:28.284301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.780620Z digest=sha256:d7faac5f051efa035a97c0a3decaa01854ee4fbd860480d9f46124d1c0d7b001

Observation 522872bc-10d6-44f9-a833-acf80a891c13 · outbound

This paper cites Deepfakes: current and future trends,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Deepfakes: current and future trends,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T14:56:27.786985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.786985Z digest=sha256:424644fd5ec726cbd4a8f30110ac20234a58caf38465752fc142e63734a7835a

Observation c44cd6a2-58a8-4f0c-a8af-e05ca9bc801b · outbound

This paper cites Fake News, Disinformation, and Deepfakes: Leveraging Distributed Ledger Technologies and Blockchain to Combat Digital Deception and Counterfeit Reality,.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Fake News, Disinformation, and Deepfakes: Leveraging Distributed Ledger Technologies and Blockchain to Combat Digital Deception and Counterfeit Reality,

Reference 48

Resolution
verified exact
doi, observed 2026-08-10T14:56:27.843472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:56:27.792371Z digest=sha256:a45c39a4736d23157d1e44439155dfa816f6f6e009d94c8fec4f2806520f3dd0

Observation b34fbdf2-33b4-4385-bb90-c3f2cccdb89b · outbound

This paper cites an unresolved cited work.

Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust Unresolved cited work

Reference 2023

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unresolved
no resolver link, observed 2026-08-10T14:56:27.716157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:56:27.716157Z digest=sha256:bd6a739080d2aaa5253f509018f887d4ab482b8db3cfaa6392d14b49487ec4c9

Pith citing papers

Observation b5b7b824-0279-4408-97fe-24ab05092077 · inbound

Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation cites this paper.

Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-11T11:06:01.722945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-10T15:10:22.366015Z digest=sha256:a42ca00fd3e6bb0db4a7e39cf24346d8ecd08c1adb6663824f0c4958fc6a7769