Paper Citation Record · LEDGER

FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2408.10072.

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

pith.paper-citation-record.v1
2408.10072 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:57:10.149959Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:35:46.433831Z

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 35e50951-285c-4bb7-89ba-b554a9415c42 · inbound

Omni-IML: Towards Unified Image Manipulation Localization cites this paper.

Omni-IML: Towards Unified Image Manipulation Localization FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T14:57:10.149959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b332d02-0045-4892-89cf-296fccb24e72 · inbound

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection cites this paper.

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T05:59:00.832482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f31eb13-cf27-43d0-a420-265e4cbdff37 · inbound

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model cites this paper.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.969445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e1e105e-a98c-4012-a648-353467401110 · 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 FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:22.739045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6bc3dee-6410-4116-91bd-f13ef8ee063b · inbound

Toward Generalizable Forgery Detection and Reasoning cites this paper.

Toward Generalizable Forgery Detection and Reasoning FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:27:12.451671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eb244630-5c76-459a-ae57-2792eebd0114 · 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 FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:32:59.681512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0692e892-3363-4d45-801a-d5c5377d3f48 · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 231

Resolution: unresolved; no resolver link, observed 2026-08-06T14:34:11.378302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a44958f8-2f25-480f-9b1b-df354e8310b1 · inbound

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models cites this paper.

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T05:38:48.980080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eec42d91-ef54-4c07-befc-c1f4740e7a2a · inbound

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification cites this paper.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:08.731557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20077c7e-29b6-421d-bde8-022359e64d37 · inbound

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

PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:36:22.493376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 755fb83e-437f-4865-9965-47895075ed9c · inbound

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

VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 24

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 bc6e8f91-8061-4a7c-8ee4-8fb840c63e82 · 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 FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:44:15.224581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 47e7381d-c595-47ce-99d5-0cfeaca7e9c2 · inbound

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation cites this paper.

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:35:46.435838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 713bea9b-b977-4c89-99aa-e5b720c3b259 · inbound

JECA^2: Judgment-Explanation Consistent Adversarial Attack against Forensic Vision-Language Models cites this paper.

JECA^2: Judgment-Explanation Consistent Adversarial Attack against Forensic Vision-Language Models FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:23:28.062023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2dc22535-7bcc-49b1-9692-36565716264a · 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 FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.142644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cc6a23a4-bd6c-4167-83e2-c8f1895280d6 · inbound

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection cites this paper.

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T01:35:43.979206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.