Paper Citation Record · LEDGER

X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2410.06126.

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

pith.paper-citation-record.v1
2410.06126 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:07:06.781671Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:53:51.140867Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bca85028-2868-439a-b263-cb89993d6008 · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:22.735068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7931b6c-4bd7-4e3d-96a5-2a6091f048a5 · inbound

MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution cites this paper.

MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T04:07:06.781671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cbb238f-97b2-4031-9eb9-d4f6ab1e2ef9 · inbound

ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection cites this paper.

ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:01:33.724305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3719b7d-9473-4744-a02a-16cb6fd44af5 · inbound

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models cites this paper.

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:32:59.615052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec4dfb5-c11f-48eb-aa43-37ed9ece1a50 · inbound

PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection cites this paper.

PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:36:22.483421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6004e9cf-e811-48bb-9b80-2da3f0de60f3 · inbound

Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning cites this paper.

Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T16:44:15.999305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c59565d-957d-40aa-886d-edd0b244358c · inbound

SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes cites this paper.

SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:37:33.026247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91387c28-1f7a-484b-a96a-aa9bc637e66c · inbound

VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection cites this paper.

VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T20:48:11.937716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dbe8c12-bfe1-4a1e-9e00-02f23fc4d9cb · inbound

AgentFoX: LLM Agent-Guided Fusion with eXplainability for AI-Generated Image Detection cites this paper.

AgentFoX: LLM Agent-Guided Fusion with eXplainability for AI-Generated Image Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T19:51:45.257204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8805940-193b-4bf4-b7b2-1917c4fab957 · inbound

VRAG-DFD: Verifiable Retrieval-Augmentation for MLLM-based Deepfake Detection cites this paper.

VRAG-DFD: Verifiable Retrieval-Augmentation for MLLM-based Deepfake Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:25:29.325126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6760f1e6-1085-49db-b40e-61154ea7b3ea · inbound

UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection cites this paper.

UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:44:15.253791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 48685bc0-d54d-470a-83a4-1396c8151d66 · inbound

Venus-DeFakerOne: Unified Fake Image Detection & Localization cites this paper.

Venus-DeFakerOne: Unified Fake Image Detection & Localization X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 214

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:29:46.710197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af39cf6e-adef-4ec3-a304-caaf7c2790cd · inbound

HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection cites this paper.

HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:53:51.142481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4364bf9b-9111-49f5-8d41-72df3f4f8639 · inbound

FakeVLM-R1: Internalizing Physical Laws via CoT for Synthetic Image Detection cites this paper.

FakeVLM-R1: Internalizing Physical Laws via CoT for Synthetic Image Detection X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.134635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.