Paper Citation Record · LEDGER

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream

As of 17 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.19476.

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

pith.paper-citation-record.v1
2607.19476 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:46:13.291704Z

measured 43 of 43 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 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

43 of 43 outbound references displayed

verified exact4
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 932f41fa-89d0-4406-8326-348e2f80e5e9 · outbound

This paper cites VidGuard-R1: AI-generated video detection and explanation via reasoning MLLMs and RL.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream VidGuard-R1: AI-generated video detection and explanation via reasoning MLLMs and RL

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.170441Z

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Unavailable: canonical work link unavailable.

Observation 87dfb97f-0ae8-4f4c-b9df-6ff345d68f16 · outbound

This paper cites Skyra: AI-generated video detection via grounded artifact reasoning.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Skyra: AI-generated video detection via grounded artifact reasoning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.174052Z

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Unavailable: canonical work link unavailable.

Observation 20a3cd83-564d-4e0e-ac03-8c894b34cbd3 · outbound

This paper cites Ivy-Fake: A unified explainable framework and benchmark for image and video AIGC detection.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Ivy-Fake: A unified explainable framework and benchmark for image and video AIGC detection

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.177378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d74e208b-c11b-4529-a44a-d6c0ccaecb2f · outbound

This paper cites BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.181074Z

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Unavailable: canonical work link unavailable.

Observation 87d2dd26-0349-4ce5-a084-ad723333ce39 · outbound

This paper cites VideoVeritas: AI-generated video detection via perception pretext reinforcement learning.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream VideoVeritas: AI-generated video detection via perception pretext reinforcement learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.184278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 876e8a13-a802-409f-99dc-de6a84439464 · outbound

This paper cites Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.187376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e2f92c3-ef85-490e-b4b4-5c4376c26c07 · outbound

This paper cites GenVideoLens: Where LVLMs fall short in AI-generated video detection?, 2026.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream GenVideoLens: Where LVLMs fall short in AI-generated video detection?, 2026

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.190882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f8f6de-7e09-43be-ae40-e01013bd9f52 · outbound

This paper cites StreamYOLO: Real-time Object Detection for Streaming Perception.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream StreamYOLO: Real-time Object Detection for Streaming Perception

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.193615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a88b7e1-53b5-40f0-8b03-514135d43feb · outbound

This paper cites EdgeOAR: Real-time online action recognition on edge devices.IEEE Transactions on Mobile Computing, 24(12):13426–13440, 2025.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream EdgeOAR: Real-time online action recognition on edge devices.IEEE Transactions on Mobile Computing, 24(12):13426–13440, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.196595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9abe317-3475-4bca-ba76-d5368fa719b2 · outbound

This paper cites Detection of real-time deepfakes in video conferencing with active probing and corneal reflection.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Detection of real-time deepfakes in video conferencing with active probing and corneal reflection

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.199218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b04178-e6cd-4a4c-b7b7-757864e37eb8 · outbound

This paper cites A spatial-frequency aware multi-scale fusion network for real-time deepfake detection.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream A spatial-frequency aware multi-scale fusion network for real-time deepfake detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.201837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4c870fd-1cc9-4043-936d-fb66d5697937 · outbound

This paper cites Deepfake video detection through optical flow based CNN.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Deepfake video detection through optical flow based CNN

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.204652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05815754-0c92-44b8-b1f4-e579536128f9 · outbound

This paper cites Multi-domain awareness for compressed deepfake videos detection over social networks guided by common mechanisms between artifacts.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Multi-domain awareness for compressed deepfake videos detection over social networks guided by common mechanisms between artifacts

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-01T12:46:13.207068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63037766-a574-4608-9e3e-60b33df0bd38 · outbound

This paper cites Efficient temporally- aware deepfake detection using H.264 motion vectors.Electronic Imaging, 36(4):335–1–335–1, 2024.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Efficient temporally- aware deepfake detection using H.264 motion vectors.Electronic Imaging, 36(4):335–1–335–1, 2024

Reference 14

Resolution: verified exact; doi, observed 2026-08-01T12:49:52.401213Z

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.

Observation 469ea6b8-ca29-4406-8b9a-f0c7000d614d · outbound

This paper cites Seeing what matters: Generalizable AI-generated video detection with forensic-oriented augmentation.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Seeing what matters: Generalizable AI-generated video detection with forensic-oriented augmentation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.212134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 024804a3-ca53-4f6a-8ff2-7cf30cebfcb5 · outbound

This paper cites D3: Training-free AI-generated video detection using second-order features.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream D3: Training-free AI-generated video detection using second-order features

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.214776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f179e6b4-878c-40c9-92a6-a07beda86e02 · outbound

This paper cites Preserving forgery artifacts: AI-generated video detection at native scale.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Preserving forgery artifacts: AI-generated video detection at native scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.217209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 909208d5-8ba8-4a6d-b9c0-e2a070acd886 · outbound

This paper cites Viola and M.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Viola and M

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.220066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea5b277-46f3-499a-a65f-4ec13e6ea123 · outbound

This paper cites an unresolved cited work.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.222765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa2b8e37-8e2a-45bc-8ff6-1dc616de33f7 · outbound

This paper cites Window-based early-exit cascades for uncertainty esti- mation: When deep ensembles are more efficient than single models.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Window-based early-exit cascades for uncertainty esti- mation: When deep ensembles are more efficient than single models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.225852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1c16e7-6a4e-429a-899d-f1dc534661b7 · outbound

This paper cites an unresolved cited work.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.228463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494384d8-7923-46e9-907a-7c6aff5036d0 · outbound

This paper cites CoCoVideo: The high-quality commercial-model-based contrastive benchmark for AI-generated video detection.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream CoCoVideo: The high-quality commercial-model-based contrastive benchmark for AI-generated video detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.231221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f82aa498-ad97-4ac0-a840-974aebd35986 · outbound

This paper cites Auditing Generalization in AI-Generated Video Detection: A Six-Control Protocol and the VidAudit Toolkit.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Auditing Generalization in AI-Generated Video Detection: A Six-Control Protocol and the VidAudit Toolkit

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.234029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a77d68be-222f-40e6-9c7b-54c38558b106 · outbound

This paper cites AI-generated video detection via perceptual straightening.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream AI-generated video detection via perceptual straightening

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.237339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ea63373-34b6-478c-a876-1438e10891a0 · outbound

This paper cites SpecSem-Net: Integrating Spectral and Semantic Features for Robust AI-generated Video Detection.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream SpecSem-Net: Integrating Spectral and Semantic Features for Robust AI-generated Video Detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.240333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 286ae820-c08d-49d9-a5be-695a62648469 · outbound

This paper cites GenVidBench: A 6-million benchmark for AI-generated video detection.Proceedings of the AAAI Conference on Artificial Intelligence, 40(18):15582–15590, Mar.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream GenVidBench: A 6-million benchmark for AI-generated video detection.Proceedings of the AAAI Conference on Artificial Intelligence, 40(18):15582–15590, Mar

Reference 26

Resolution: verified exact; doi, observed 2026-08-01T12:49:52.301132Z

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.

Observation 3850019c-dc1c-456c-a82d-dfee32dba480 · outbound

This paper cites Your one-stop solution for AI-generated video detection.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Your one-stop solution for AI-generated video detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.246759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37785bd6-4195-4ca1-b812-06d3d597d5e2 · outbound

This paper cites DeMamba: AI-generated video detection on million-scale GenVideo benchmark.Science China Information Sciences, 69(6):162103, May 2026.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream DeMamba: AI-generated video detection on million-scale GenVideo benchmark.Science China Information Sciences, 69(6):162103, May 2026

Reference 28

Resolution: verified exact; doi, observed 2026-08-01T12:49:52.201190Z

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.

Observation 8e5e8f1c-e286-492c-aaf8-d74a0875c1ed · outbound

This paper cites Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.252432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d46a81-adb7-4ca2-a4a5-40de91f08586 · outbound

This paper cites CodecSight: Leveraging video codec signals for efficient streaming VLM inference,.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream CodecSight: Leveraging video codec signals for efficient streaming VLM inference,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.255627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ed757ff-e14c-4f91-8c6d-bd16e3894c3c · outbound

This paper cites Reasoning on a budget: A survey of adaptive and controllable test-time compute in llms, 2025.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Reasoning on a budget: A survey of adaptive and controllable test-time compute in llms, 2025

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.262135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3af784-3534-4486-9014-cd619d886f68 · outbound

This paper cites an unresolved cited work.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.265004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f789551-4cd6-4433-9d9d-ede7559d5aac · outbound

This paper cites See without decoding: Motion-vector-based tracking in compressed video, 2026.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream See without decoding: Motion-vector-based tracking in compressed video, 2026

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.267536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22a54ba3-b6b8-4705-9281-c7ba8d3f4366 · outbound

This paper cites Content credentials: C2PA technical specification, version 2.4.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Content credentials: C2PA technical specification, version 2.4

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.270383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91af2ed2-741f-4d8d-bb04-7686ea3af8e2 · outbound

This paper cites an unresolved cited work.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.273118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3237596-23cb-4cc5-b6e9-89597331e20d · outbound

This paper cites an unresolved cited work.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.275660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32e4dada-f112-4035-ade3-9e591ad91060 · outbound

This paper cites Wald.Sequential Tests of Statistical Hypotheses, pages 256–298.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Wald.Sequential Tests of Statistical Hypotheses, pages 256–298

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.278106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953bf9a2-8519-4d66-8590-90f1a005b90f · outbound

This paper cites Game-Theoretic Statistics and Safe Anytime-Valid Inference.Statistical Science, 38(4):576 – 601, 2023.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Game-Theoretic Statistics and Safe Anytime-Valid Inference.Statistical Science, 38(4):576 – 601, 2023

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.283850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aeca799-fbcb-4ba6-b430-3a2aa6ea50c2 · outbound

This paper cites Hypothesis testing with e-values.Foundations and Trends in Statistics, 1(1-2):1–390, 07 2025.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Hypothesis testing with e-values.Foundations and Trends in Statistics, 1(1-2):1–390, 07 2025

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.286404Z

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Unavailable: canonical work link unavailable.

Observation f72cc9db-fe36-43b2-acbf-a4f17cf3f5a7 · outbound

This paper cites Anytime validity is free: inducing sequential tests.Journal of the Royal Statistical Society Series B: Statistical Methodology, page qkag050, 02 2026.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream Anytime validity is free: inducing sequential tests.Journal of the Royal Statistical Society Series B: Statistical Methodology, page qkag050, 02 2026

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.289141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0158022b-5701-4a48-a7cf-cf4e10a0ea48 · outbound

This paper cites generated.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream generated

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.291704Z

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Unavailable: canonical work link unavailable.

Observation 2c895c03-7b12-4aac-aa59-4f165a4c10ef · outbound

This paper cites doi: 10.1007/978-1-4612-0919-5_18.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream doi: 10.1007/978-1-4612-0919-5_18

Reference 1992

Resolution: verified exact; doi, observed 2026-08-01T12:49:52.071554Z

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.

Observation b426dd84-6440-4c69-acbc-264c0258a599 · outbound

This paper cites CodecSight: Leveraging Video Codec Signals for Efficient Streaming VLM Inference.

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream CodecSight: Leveraging Video Codec Signals for Efficient Streaming VLM Inference

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T12:46:13.258630Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.