Paper Citation Record · LEDGER

Ensemble Deep Learning Approaches for AI-Altered Video Detection

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.06872.

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

pith.paper-citation-record.v1
2607.06872 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:32:16.206440Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f9453e59-c221-4f70-a7bc-118a8469253a · outbound

This paper cites Desi: Deepfake source identifier for social media,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Desi: Deepfake source identifier for social media,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.110774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc671654-7585-4311-b78d-c419c71d3da9 · outbound

This paper cites The spread of synthetic media on x,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection The spread of synthetic media on x,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.114343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77ab542e-e13f-468e-9929-99511c935c96 · outbound

This paper cites A brief history of deepfakes.

Ensemble Deep Learning Approaches for AI-Altered Video Detection A brief history of deepfakes

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.117385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e25f5f0-de32-49c9-bacc-95a1d52876e3 · outbound

This paper cites Analysis of ai-generated content and deepfakes in social media,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Analysis of ai-generated content and deepfakes in social media,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.120174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd144962-f6c2-4c07-ac1f-aa41ec1e562c · outbound

This paper cites Impact of deepfake technology on social media: Detection, misinformation and societal implications,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Impact of deepfake technology on social media: Detection, misinformation and societal implications,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.123673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6977e92-57e1-4776-8c7c-a9de4be6f8b3 · outbound

This paper cites The impact of deepfakes on trust and security in islamic banking: Emerging threats and mitigation strategies,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection The impact of deepfakes on trust and security in islamic banking: Emerging threats and mitigation strategies,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.126485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f68d5ca-934c-4a3f-8b05-4e48839d5bb7 · outbound

This paper cites Deepfake: Definitions, performance metrics and standards, datasets, and a meta-review,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Deepfake: Definitions, performance metrics and standards, datasets, and a meta-review,

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-04T04:32:16.129621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df61d0d3-ca25-440e-8216-6b85022f7610 · outbound

This paper cites Deepfakes: A new disinformation threat?.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Deepfakes: A new disinformation threat?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.132026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf60658-d4a1-4a5e-9594-2adb7a0e1d99 · outbound

This paper cites Generative adversarial networks: Intro- duction and outlook,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Generative adversarial networks: Intro- duction and outlook,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.134351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d63f49d5-36a3-49d7-a6d7-ca138afeb9c7 · outbound

This paper cites Generative adversarial network: An overview of theory and applications,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Generative adversarial network: An overview of theory and applications,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.137021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c621b1f6-bcc6-4a0f-b735-b534b7677fd6 · outbound

This paper cites Diffusion models and generative artificial intelligence: Frameworks, applications and chal- lenges,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Diffusion models and generative artificial intelligence: Frameworks, applications and chal- lenges,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.139635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae6bda5-a7f3-43dd-a095-14b16579804c · outbound

This paper cites Diffusion models in vision: A survey,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Diffusion models in vision: A survey,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.142309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fe7e3b1-54a9-49d3-aa6c-c25333486e18 · outbound

This paper cites How diffusion models work.

Ensemble Deep Learning Approaches for AI-Altered Video Detection How diffusion models work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.145027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df2dedc0-f1e6-450e-b2fb-c8d057938de4 · outbound

This paper cites A review of deepfake and its detection: From generative adversarial networks to diffusion models,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection A review of deepfake and its detection: From generative adversarial networks to diffusion models,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.147876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef328e09-22dd-449b-b380-3fae88bece5d · outbound

This paper cites Ensemble classification and regression-recent developments, applications and future directions,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Ensemble classification and regression-recent developments, applications and future directions,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.153112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e70cee78-747f-46c0-be8d-1d2029ae13b4 · outbound

This paper cites Stacked generalization: An introduction to super learning,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Stacked generalization: An introduction to super learning,

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-04T04:32:16.155519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b21e5c8-dab1-4cf5-9af4-dbd980da031d · outbound

This paper cites G ´eron, Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd ed.

Ensemble Deep Learning Approaches for AI-Altered Video Detection G ´eron, Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd ed

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.157911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 242a5c0c-1251-4296-9a15-f7021ca9fea3 · outbound

This paper cites Stacking ensemble machine learning with python.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Stacking ensemble machine learning with python

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.160293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c73b625a-3c29-4b36-93b3-d36c57dd4fb3 · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

Ensemble Deep Learning Approaches for AI-Altered Video Detection EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.162785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48066c33-b35d-47c7-b826-cb182fc50e01 · outbound

This paper cites Efficientnet.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Efficientnet

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.165658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f12f58d9-e987-47e6-ab62-2d88695cb694 · outbound

This paper cites Xception: Deep Learning with Depthwise Separable Convolutions.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Xception: Deep Learning with Depthwise Separable Convolutions

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.168021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40718089-ef72-4c4b-8abf-fa4039849f7c · outbound

This paper cites Xception net & vision transformer: A comparative study for deepfake detection,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Xception net & vision transformer: A comparative study for deepfake detection,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.170602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 351accb1-c3b5-430e-bb5c-7f1153071607 · outbound

This paper cites Mesonet: A compact facial video forgery detection network,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Mesonet: A compact facial video forgery detection network,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.172877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ddf5fb4-0f10-4e3e-a82d-94a1d70d55a1 · outbound

This paper cites Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.175249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54969d77-4a7b-41a3-bfb7-ef2e87d341d7 · outbound

This paper cites End-to-end spectro-temporal graph attention networks for speaker verification anti-spoofing and speech deepfake detection,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection End-to-end spectro-temporal graph attention networks for speaker verification anti-spoofing and speech deepfake detection,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.177569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eda34611-7053-4939-8aca-5c0814ae6cf0 · outbound

This paper cites Mtcnn documentation.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Mtcnn documentation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.179856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f6dceb-29c0-46c9-bf30-e436066352a2 · outbound

This paper cites Joint face detection and alignment using multitask cascaded convolutional networks,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Joint face detection and alignment using multitask cascaded convolutional networks,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.182135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4107fbcd-06ce-4950-803b-f9a3cca12b00 · outbound

This paper cites The opencv library,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection The opencv library,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.184938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ca87b4-6de8-4a15-9c67-f1c127932d5a · outbound

This paper cites Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.187878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b87035ae-44c2-4fd3-ad96-457847ed75d9 · outbound

This paper cites Ensemble methods in machine learning,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Ensemble methods in machine learning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.190556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e07aa15-b9a7-4c6b-b514-7fe3f98074a4 · outbound

This paper cites Stacked generalization,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Stacked generalization,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.193066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a13fb92f-f2a7-42eb-92a8-c971a1c42a14 · outbound

This paper cites Ma et al.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Ma et al

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.195499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7906be3-c809-4857-a4a4-265fe23c5976 · outbound

This paper cites Faceforensics++: Learning to detect manipulated facial images,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Faceforensics++: Learning to detect manipulated facial images,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.198002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c481a77-5fc6-4fe2-b816-7d9c0d1e2058 · outbound

This paper cites Asvspoof 2019: Future horizons in spoofed and fake audio de- tection,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Asvspoof 2019: Future horizons in spoofed and fake audio de- tection,

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-08-04T04:32:16.200618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 042e508d-4619-424e-ae1b-e234bbc7d65a · outbound

This paper cites FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.

Ensemble Deep Learning Approaches for AI-Altered Video Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.203208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a37bf6-2cd6-4263-964c-430ada3e8c07 · outbound

This paper cites Improving generalization of deepfake detection with domain adap- tive batch normalization,.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Improving generalization of deepfake detection with domain adap- tive batch normalization,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.206440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3444cb-ebdf-4b1b-99a5-a2b87dc8da16 · outbound

This paper cites an unresolved cited work.

Ensemble Deep Learning Approaches for AI-Altered Video Detection Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.150563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.