Paper Citation Record · LEDGER

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection

As of 17 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2505.00312.

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

pith.paper-citation-record.v1
2505.00312 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:51:12.007506Z

measured 39 of 39 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

39 of 39 outbound references displayed

verified exact3
verified fuzzy9
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8873d0ce-1ff8-4eeb-aa2e-ea1e45b97c42 · outbound

This paper cites Talk to Meta AI on WhatsApp,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Talk to Meta AI on WhatsApp,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.478183Z

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 3efc9721-bb5b-4fae-b369-4ab0f588f41c · outbound

This paper cites Say Hi to My AI.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Say Hi to My AI

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.458188Z

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 1bb1139f-8455-4f2c-a8ef-73528a48187a · outbound

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

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection The Creation and Detection of Deepfakes: A Survey,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.887295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a7d811-c3f5-4e1d-aae4-04e00d07e5c1 · outbound

This paper cites NSA, U.S. Federal Agencies Advise on Deepfake Threats,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection NSA, U.S. Federal Agencies Advise on Deepfake Threats,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.890835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b034a7f-b2a7-47a8-8502-8744bb51b200 · outbound

This paper cites Battle of Deep Fakes: Artificial Intelligence Set to Become a Major Threat to the Individual and National Security,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Battle of Deep Fakes: Artificial Intelligence Set to Become a Major Threat to the Individual and National Security,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.894219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c64f0426-1d47-4f4a-a322-c89442979757 · outbound

This paper cites Deepfakes and the Dangers to National Security and Defence - RSIS.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Deepfakes and the Dangers to National Security and Defence - RSIS

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:51:13.262393Z

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 25503e8b-dc99-4887-9a9c-01b0a9638e15 · outbound

This paper cites Protecting World Leaders Against Deep Fakes,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Protecting World Leaders Against Deep Fakes,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.448443Z

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 ef162664-1f0c-4110-a4bb-2512263e607c · outbound

This paper cites Deepfake in Movies | Facts, Fiction & Future of Film Industry,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Deepfake in Movies | Facts, Fiction & Future of Film Industry,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.438631Z

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 06feeef5-33b2-425b-829b-6c887c304c79 · outbound

This paper cites Face/Off: Changing the face of movies with deepfakes,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Face/Off: Changing the face of movies with deepfakes,

Reference 9

Resolution: verified exact; doi, observed 2026-08-16T04:51:12.100809Z

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 f2687d9c-ae07-4696-855a-64d5f279ef77 · outbound

This paper cites Imran Khan —Pakistan’s Jailed Ex -Leader—Uses AI Deepfake To Address Online Election Rally,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Imran Khan —Pakistan’s Jailed Ex -Leader—Uses AI Deepfake To Address Online Election Rally,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.428092Z

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 6ca7573b-3643-464c-ae69-b3aa16a56ced · outbound

This paper cites A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.914428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d0e00d1-edc7-446f-a9c9-ef15dd5fe059 · outbound

This paper cites Conditional Generative Adversarial Nets.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Conditional Generative Adversarial Nets

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.917891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 020736d6-c697-4425-a508-a6fd98b6a1eb · outbound

This paper cites Generative Adversarial Networks: An Overview,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Generative Adversarial Networks: An Overview,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.921702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76e80fbe-e04d-4876-8624-81dba05ad756 · outbound

This paper cites A Style-Based Generator Architecture for Generative Adversarial Networks.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection A Style-Based Generator Architecture for Generative Adversarial Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.924805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 776233b7-0302-4a7a-878a-30c315b0bca7 · outbound

This paper cites A New Approach to in Ensemble Method for Deepfake Detection,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection A New Approach to in Ensemble Method for Deepfake Detection,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.928562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616392fc-4650-4937-9284-36b8a346af6c · outbound

This paper cites DeepSight: Enhancing Deepfake Image Detection and Classification through Ensemble and Deep Learning Techniques,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection DeepSight: Enhancing Deepfake Image Detection and Classification through Ensemble and Deep Learning Techniques,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.931658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c735390-9d95-4a83-bc4e-36b14dc8180a · outbound

This paper cites Unmasking Deepfakes - Harnessing the Potential of 2D and 3D Convolutional Neural Network Ensembles,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Unmasking Deepfakes - Harnessing the Potential of 2D and 3D Convolutional Neural Network Ensembles,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.935153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e60c193-f2de-4c4f-8231-1e95fbc9b25c · outbound

This paper cites EfficientNetB0 Ensemble Model for Unified Deepfakes Detection,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection EfficientNetB0 Ensemble Model for Unified Deepfakes Detection,

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-16T04:51:12.903926Z

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 3cc5b72a-0892-4b44-84e5-e4cfbbf6bbe7 · outbound

This paper cites Hybrid Transformer Network for Deepfake Detection,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Hybrid Transformer Network for Deepfake Detection,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.942737Z

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Unavailable: canonical work link unavailable.

Observation 6c0d9c75-91eb-495d-a36b-4a68c3cc310c · outbound

This paper cites Adapter-Based Incremental Learning for Face Forgery Detection,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Adapter-Based Incremental Learning for Face Forgery Detection,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.945973Z

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Unavailable: canonical work link unavailable.

Observation 4ec34bd3-9f7e-421c-871c-ff9dea5f5f2d · outbound

This paper cites SIGMA -DF: Single-Side Guided Meta -Learning for Deepfake Detection,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection SIGMA -DF: Single-Side Guided Meta -Learning for Deepfake Detection,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.949495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c79c3900-0c88-418b-aad5-f6940efde2a0 · outbound

This paper cites Defending Against Deepfakes with Ensemble Adversarial Perturbation,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Defending Against Deepfakes with Ensemble Adversarial Perturbation,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.952798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa72ef18-c324-474d-9b8a-d50edcb56a42 · outbound

This paper cites DeepfakeStack: A Deep Ensemble - based Learning Technique for Deepfake Detection,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection DeepfakeStack: A Deep Ensemble - based Learning Technique for Deepfake Detection,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.956427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42a257c7-bd3c-4085-a325-beeeb0ed00e7 · outbound

This paper cites Robust DeepFake Detection Method based on Ensemble of ViT and CNN,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Robust DeepFake Detection Method based on Ensemble of ViT and CNN,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.959696Z

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Unavailable: canonical work link unavailable.

Observation ef206d6d-b0fc-4dd5-bd94-f19bdf9bfaf4 · outbound

This paper cites ID- Reveal: Identity -aware DeepFake Video Detection,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection ID- Reveal: Identity -aware DeepFake Video Detection,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.963035Z

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Unavailable: canonical work link unavailable.

Observation b2576ed4-098f-4077-88cc-322f214397b2 · outbound

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

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Xception: Deep Learning with Depthwise Separable Convolutions

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.966402Z

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Unavailable: canonical work link unavailable.

Observation 1eaa7646-475c-4eb8-b6cb-e1e55d0c4dc1 · outbound

This paper cites Res2Net: A New Multi -scale Backbone Architecture,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Res2Net: A New Multi -scale Backbone Architecture,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.970068Z

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Unavailable: canonical work link unavailable.

Observation 2b873d41-42ff-4a7f-803f-a3946b9be459 · outbound

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

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.973331Z

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Unavailable: canonical work link unavailable.

Observation 9fb549fa-547e-45e2-8137-4ea7fd0b78f1 · outbound

This paper cites DeepFake Detection for Human Face Images and Videos: A Survey | IEEE Journals & Magazine | IEEE Xplore.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection DeepFake Detection for Human Face Images and Videos: A Survey | IEEE Journals & Magazine | IEEE Xplore

Reference 29

Resolution: verified exact; raw_fallback, observed 2026-08-16T04:51:12.376000Z

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 30f06dc5-f638-483c-b407-f382c73b1755 · outbound

This paper cites DeepFake Detection for Human Face Images and Videos: A Survey,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection DeepFake Detection for Human Face Images and Videos: A Survey,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.980359Z

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Unavailable: canonical work link unavailable.

Observation d6ae6507-d5ca-4689-ac1b-c8889cec89b1 · outbound

This paper cites Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.983503Z

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Unavailable: canonical work link unavailable.

Observation 46d1f126-2785-4a43-aad0-8d6616c11ac3 · outbound

This paper cites FaceForensics++: Learning to Detect Manipulated Facial Images.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection FaceForensics++: Learning to Detect Manipulated Facial Images

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.987351Z

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Unavailable: canonical work link unavailable.

Observation da2fa72e-1418-4a36-8504-5fe92e642412 · outbound

This paper cites Deepfake Detection: Analyzing Model Generalization Across Architectures, Datasets, and Pre - Training Paradigms,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Deepfake Detection: Analyzing Model Generalization Across Architectures, Datasets, and Pre - Training Paradigms,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.990886Z

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Unavailable: canonical work link unavailable.

Observation 958c4a5e-c55d-4ef9-aa49-530c943bf397 · outbound

This paper cites An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T04:51:11.994104Z

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Unavailable: canonical work link unavailable.

Observation 0086fa5f-cc6d-4d4c-8090-543b7583eb00 · outbound

This paper cites C++, Python.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection C++, Python

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.418056Z

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 225079b1-a2df-494e-a84c-5072df7707c2 · outbound

This paper cites an unresolved cited work.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:51:13.408515Z

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

Observation bcc993d4-2a8b-493b-9aad-4e643fe0e6b6 · outbound

This paper cites Wightman, rwightman/timm.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Wightman, rwightman/timm

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.398804Z

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

Observation 88eaac1f-43b9-4099-adde-bc28967db541 · outbound

This paper cites How to maximize CPU <==> GPU memory transfer speeds?,.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection How to maximize CPU <==> GPU memory transfer speeds?,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.388636Z

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 b4cec6f7-e3dc-4a33-a0cf-2041830c279a · outbound

This paper cites Available: https://blog.whatsapp.com/talk-to-meta-ai- on-whatsapp.

AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Available: https://blog.whatsapp.com/talk-to-meta-ai- on-whatsapp

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:51:13.468157Z

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.

Pith citing papers

No inbound Pith citation observations are available.