Paper Citation Record · LEDGER

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation

As of 20 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.08765.

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

pith.paper-citation-record.v1
2508.08765 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:36:33.859386Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy31
unresolved8
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eeaf614d-1992-4c22-bedd-7a01b0f99835 · outbound

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

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation High-Resolution Image Synthesis with Latent Diffusion Models

Reference 1

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Source-reported events for the cited work

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Observation 592d57f1-0f05-4476-9cae-b48ca10f93a1 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:36:33.512017Z

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Observation 0b96b0d7-5661-4922-9c08-d8d6f068c548 · outbound

This paper cites an unresolved cited work.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Unresolved cited work

Reference 3

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Observation 71914442-da39-4a04-989a-afa86ce56abe · outbound

This paper cites Deepfloyd if: A powerful open source text-to-image model,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Deepfloyd if: A powerful open source text-to-image model,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:35.174436Z

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Observation 8a89a6ee-a5e4-4087-9f57-292d3eababba · outbound

This paper cites Kandinsky 2.2: Open-source text-to-image and image-to- image model,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Kandinsky 2.2: Open-source text-to-image and image-to- image model,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:35.139395Z

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Observation 34be13c8-0631-460f-9176-a6c83db1f8f5 · outbound

This paper cites Taming transformers for high-resolution image synthesis,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Taming transformers for high-resolution image synthesis,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:35.111319Z

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Observation c379dd3b-b765-4da3-94c4-b9ac054b3327 · outbound

This paper cites Animatediff: Animate your personalized text-to-image diffusion models without specific tuning,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Animatediff: Animate your personalized text-to-image diffusion models without specific tuning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:35.080193Z

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Observation f80c1107-8a20-4e5c-9c1c-3989743fbf18 · outbound

This paper cites Audioldm: text-to-audio generation with latent diffusion models,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Audioldm: text-to-audio generation with latent diffusion models,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:35.055625Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0a829467-084e-42eb-a995-95a85301430e · outbound

This paper cites Advance fake video detection via vision transformers,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Advance fake video detection via vision transformers,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:35.031826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dd349460-93d2-4dbe-ad74-0c18d7f921ec · outbound

This paper cites Face2face: Real-time face capture and reenactment of rgb videos,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Face2face: Real-time face capture and reenactment of rgb videos,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.967315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4c63a299-ad0a-4476-81f0-4746f0f26737 · outbound

This paper cites ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection

Reference 11

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Source-reported events for the cited work

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Observation e4cf7a50-d122-4a09-93dd-05978f987c29 · outbound

This paper cites Beyond the brush: Fully-automated crafting of realistic inpainted images,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Beyond the brush: Fully-automated crafting of realistic inpainted images,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.943906Z

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Observation d5ebf9b9-65e7-4a6c-9ac7-0c2c790bea80 · outbound

This paper cites Deepfake Media Forensics: State of the Art and Challenges Ahead.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Deepfake Media Forensics: State of the Art and Challenges Ahead

Reference 13

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Source-reported events for the cited work

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Observation a91cf5ba-d2ef-4ae8-9ae7-d064317f3248 · outbound

This paper cites Deepfake media forensics: Status and future challenges,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Deepfake media forensics: Status and future challenges,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.908347Z

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Observation c89b7a61-277c-46fe-92f1-b75925cdb4af · outbound

This paper cites Truefake: A real world case dataset of last generation fake images also shared on social networks,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Truefake: A real world case dataset of last generation fake images also shared on social networks,

Reference 15

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Observation 43513ae5-b992-41b4-9693-db9d2b59c294 · outbound

This paper cites Resnet 50,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Resnet 50,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.877642Z

Source-reported events for the cited work

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Observation ff7dc61b-df47-4a93-b448-8b5318ec20eb · outbound

This paper cites Classification of paediatric pneumonia using modified densenet- 121 deep-learning model,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Classification of paediatric pneumonia using modified densenet- 121 deep-learning model,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.853057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 07610d8f-103b-4960-b5a8-2b7ba6d34711 · outbound

This paper cites Efficientnet,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Efficientnet,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.826155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d70f292-44d3-4226-9e91-44ec8c25a3c4 · outbound

This paper cites Deep learning-based classification for melanoma detection using xceptionnet,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Deep learning-based classification for melanoma detection using xceptionnet,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.793530Z

Source-reported events for the cited work

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Observation e9c72a73-4fbb-45bc-be21-1744481e2b81 · outbound

This paper cites Raising the Bar of AI-generated Image Detection with CLIP,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Raising the Bar of AI-generated Image Detection with CLIP,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.767815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 27e8a94a-109b-44c9-8160-556c501c04e3 · outbound

This paper cites Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:36:34.009812Z

Source-reported events for the cited work

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Observation 001d6f4c-4a3b-45cb-81d8-df9f773cc5f9 · outbound

This paper cites TrueFace: a Dataset for the Detection of Synthetic Face Images from Social Networks,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation TrueFace: a Dataset for the Detection of Synthetic Face Images from Social Networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.743102Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5a374e89-4ee1-4b32-bcae-2df7d15b6251 · outbound

This paper cites Detection of manipulated face videos over social networks: A large-scale study,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Detection of manipulated face videos over social networks: A large-scale study,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.721304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4263e09-c8ab-4711-a8d5-8ab97a9fe57c · outbound

This paper cites Detection of gan- generated fake images over social networks,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Detection of gan- generated fake images over social networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.685330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0693cf20-76af-4703-a0f7-281d020e7598 · outbound

This paper cites Media forensics on social media platforms: a survey,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Media forensics on social media platforms: a survey,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.655122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bf93afd9-f700-4f91-ad7b-060d8b1f04a3 · outbound

This paper cites Media forensics and deepfakes: An overview,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Media forensics and deepfakes: An overview,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.634473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a9f9d1b7-d640-4909-b78a-5bc62a2c2bd3 · outbound

This paper cites Reliable out-of-distribution recognition of synthetic images,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Reliable out-of-distribution recognition of synthetic images,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.608394Z

Source-reported events for the cited work

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Observation a9db91a2-fbe3-4a70-91ad-eb0592a589c0 · outbound

This paper cites Characteristics and prevalence of fake social media profiles with AI-generated faces.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Characteristics and prevalence of fake social media profiles with AI-generated faces

Reference 28

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Source-reported events for the cited work

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Observation 5820c0f4-ee7f-4bd6-b236-32e0236071f8 · outbound

This paper cites Ai-generated faces in the real world: a large-scale case study of twitter profile images,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Ai-generated faces in the real world: a large-scale case study of twitter profile images,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.580027Z

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Observation dd7f1f02-6f7c-4b0f-9a5e-13a05caa5bd1 · outbound

This paper cites A gan-based model of deepfake detection in social media,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation A gan-based model of deepfake detection in social media,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.541313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 22c91122-4a73-4841-9fc3-10a4a7014582 · outbound

This paper cites A style-based generator architecture for genera- tive adversarial networks,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation A style-based generator architecture for genera- tive adversarial networks,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.517341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 624fcfec-4ae6-48f7-bc8a-6f159a08fb05 · outbound

This paper cites Catastrophic forgetting in connectionist networks,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Catastrophic forgetting in connectionist networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.485976Z

Source-reported events for the cited work

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Observation b71504b0-c34e-4361-af11-4534dc7dc18c · outbound

This paper cites Detecting compressed deepfake videos in social networks using frame-temporality two-stream convolutional network,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Detecting compressed deepfake videos in social networks using frame-temporality two-stream convolutional network,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.459704Z

Source-reported events for the cited work

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Observation f02a061e-2540-46f6-95ca-4db2b09d90f7 · outbound

This paper cites Face- Forensics++: Learning to Detect Manipulated Facial Images,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Face- Forensics++: Learning to Detect Manipulated Facial Images,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.426160Z

Source-reported events for the cited work

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Observation 51d047cd-ead2-4f17-b792-2ecd5449a25f · outbound

This paper cites faceswap.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation faceswap

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.397749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7c85d78b-e276-4ce5-b1d6-a219deb137c1 · outbound

This paper cites Faceswap.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Faceswap

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.367048Z

Source-reported events for the cited work

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Observation 10d95b57-4b83-400f-8e22-c8060ac8fc21 · outbound

This paper cites FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T17:36:33.828242Z

Source-reported events for the cited work

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Observation e6f8c6b1-ca19-45f1-b3cd-6e8efbb3f2ae · outbound

This paper cites Deferred neural rendering: Image syn- thesis using neural textures,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Deferred neural rendering: Image syn- thesis using neural textures,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.329658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5f54d0c3-485d-474a-8e5d-23887bb6a1ab · outbound

This paper cites Rethinking the inception architecture for computer vision,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Rethinking the inception architecture for computer vision,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.304413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5fba4708-4a36-4468-b7d8-fdf67fefbb44 · outbound

This paper cites Bootstrap methods: another look at the jackknife,.

Bridging the Gap: A Framework for Real-World Video Deepfake Detection via Social Network Compression Emulation Bootstrap methods: another look at the jackknife,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:36:34.278112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.