Paper Citation Record · LEDGER

FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2410.02761.

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

pith.paper-citation-record.v1
2410.02761 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:12:22.743227Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:40:06.975646Z

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 1f4f3d88-5d2f-4208-870f-2d5cd567ae5e · 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 FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:22.743227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd8e89db-88be-43e1-8de1-5a72b9dc32ce · inbound

Toward Generalizable Forgery Detection and Reasoning cites this paper.

Toward Generalizable Forgery Detection and Reasoning FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:27:12.385538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df3234d0-226f-415f-a547-a54829488937 · inbound

A Novel Benchmark and Dataset for Efficient 3D Gaussian Splatting with Gaussian Point Cloud Compression cites this paper.

A Novel Benchmark and Dataset for Efficient 3D Gaussian Splatting with Gaussian Point Cloud Compression FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T15:31:05.147668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 005d271a-24ed-49be-bee5-d1d446d37c24 · inbound

ImgEdit: A Unified Image Editing Dataset and Benchmark cites this paper.

ImgEdit: A Unified Image Editing Dataset and Benchmark FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-12T18:17:45.407699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f71d24a9-69a7-4913-9f4e-05eb11f04bc0 · inbound

VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning cites this paper.

VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:49.926704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d88d57a-974c-4bdd-a4f7-dc141395ceb4 · 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 FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T20:32:59.892241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8865b7fb-9e18-42af-9a24-0fb245de79a3 · 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 FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 223

Resolution: unresolved; no resolver link, observed 2026-08-06T14:34:11.367582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e66e89f4-d440-4e3e-b524-5e817001d8cf · inbound

Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images cites this paper.

Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:16:14.396809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a89a5bee-50ef-413b-8943-a2fbb685cd4e · inbound

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

Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-21T16:44:15.981166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16cde057-80c5-4e58-a711-67a9a463ca5d · inbound

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

VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 69

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 bd99a927-0452-4651-8eaa-778ebaeca0f5 · inbound

Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection cites this paper.

Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:06:04.294489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eb3f9761-48be-4873-a4ef-b9ca3c2541ea · 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 FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:53:51.120762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 748d961b-87e0-4c69-974c-ba8c66d45ca4 · 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 FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.077799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eab86270-b099-4c16-846f-bb893b612833 · inbound

CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection cites this paper.

CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:33:51.016531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8e61b8ad-8c72-442b-baaf-9fb2561b130d · inbound

When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing cites this paper.

When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T17:07:13.145296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 25af9c2e-bc8e-444c-b3fe-47649a9e759a · inbound

Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection cites this paper.

Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:40:06.978378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 474e307a-d768-4004-a170-6097f800b6ac · inbound

Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection cites this paper.

Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T21:37:24.277064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 69da079a-2b1c-4132-974a-73982a8e90c3 · inbound

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

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 38

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b82256ba-5471-4d47-bc66-572e309952d2 · inbound

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System cites this paper.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.561166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.