Paper Citation Record · LEDGER

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

As of 13 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 11 inbound Pith citation observations for arXiv:2412.04292.

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

pith.paper-citation-record.v1
2412.04292 v3

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:36:55.205687Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:57:10.145246Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T21:08:18.252591Z

Reference resolution

90 of 90 outbound references displayed

verified exact0
verified fuzzy73
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2edee6b-7856-4038-8436-4497573e3e7b · outbound

This paper cites Kandinsky 3.0 technical report.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Kandinsky 3.0 technical report

Reference 1

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Source-reported events for the cited work

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Observation 16a878db-a852-49af-9651-6a9d23abc493 · outbound

This paper cites an unresolved cited work.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Unresolved cited work

Reference 2

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Source-reported events for the cited work

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Observation c9d21b78-9d35-40b1-a4db-26631f032824 · outbound

This paper cites Bird and Ahmad Lotfi.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Bird and Ahmad Lotfi

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.879086Z

Source-reported events for the cited work

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Observation 201dd16a-bc96-4d29-870e-396e61089499 · outbound

This paper cites End-to-end reconstruction- classification learning for face forgery detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model End-to-end reconstruction- classification learning for face forgery detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.883783Z

Source-reported events for the cited work

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Observation b0a2a6aa-b651-4873-ac99-0da5806193c4 · outbound

This paper cites Antifakeprompt: Prompt-tuned vision-language models are fake image detectors.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Antifakeprompt: Prompt-tuned vision-language models are fake image detectors

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.887839Z

Source-reported events for the cited work

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Observation 53e8329f-f2e9-4711-a532-cde7cfcf2a97 · outbound

This paper cites Self-supervised learning of adversarial exam- ple: Towards good generalizations for deepfake detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Self-supervised learning of adversarial exam- ple: Towards good generalizations for deepfake detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.892468Z

Source-reported events for the cited work

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Observation 4e1ed1cc-1170-4f17-b000-8b520f17c9a3 · outbound

This paper cites Kankanhalli.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Kankanhalli

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.896337Z

Source-reported events for the cited work

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Observation 803f6165-5925-4b56-932c-9c124dd65359 · outbound

This paper cites On the de- tection of synthetic images generated by diffusion models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model On the de- tection of synthetic images generated by diffusion models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.901127Z

Source-reported events for the cited work

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Observation 8f5794f9-0429-471a-b46e-68bcbf189c5d · outbound

This paper cites Diffusion models in vision: A survey.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Diffusion models in vision: A survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:54.905881Z

Source-reported events for the cited work

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Observation db44a0c4-a245-4753-b410-aed4318a7a78 · outbound

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SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Unresolved cited work

Reference 10

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Source-reported events for the cited work

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Observation b0977ec2-d3f1-47d8-92fc-602ed86d539a · outbound

This paper cites Mvss-net: Multi-view multi-scale supervised networks for image manipulation detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Mvss-net: Multi-view multi-scale supervised networks for image manipulation detection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.167474Z

Source-reported events for the cited work

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Observation 2bd9d353-4dec-424c-b5d8-a01a8f7de4d4 · outbound

This paper cites CASIA image tam- pering detection evaluation database.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model CASIA image tam- pering detection evaluation database

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.156409Z

Source-reported events for the cited work

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Observation 6efccf69-0be2-46b5-bf49-23d3bf2a1eba · outbound

This paper cites Test-time forgery de- tection with spatial-frequency prompt learning.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Test-time forgery de- tection with spatial-frequency prompt learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.145683Z

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Observation b591fcce-651c-4f9d-9573-cd968308a820 · outbound

This paper cites The llama 3 herd of models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model The llama 3 herd of models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.134611Z

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Observation eeb6db27-146a-4775-a337-1d98ff5ee9e9 · outbound

This paper cites Llama: Open and efficient foundation language models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Llama: Open and efficient foundation language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.123577Z

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Observation bb413969-9dbb-49b4-9b14-a40f3c4deb62 · outbound

This paper cites Llama 2: Open foundation and fine- tuned chat models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Llama 2: Open foundation and fine- tuned chat models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.112483Z

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Observation 73436e15-ec31-420d-b042-c3d406d53219 · outbound

This paper cites Cnn-generated images are surprisingly easy to spot...for now.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Cnn-generated images are surprisingly easy to spot...for now

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.101375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bd9832f4-bf36-437c-965b-8b69f52a85f4 · outbound

This paper cites Leveraging fre- quency analysis for deep fake image recognition.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Leveraging fre- quency analysis for deep fake image recognition

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.088843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c518225a-85a4-4802-b259-abd35f8f9e42 · outbound

This paper cites Anomalygpt: Detecting in- dustrial anomalies using large vision-language models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Anomalygpt: Detecting in- dustrial anomalies using large vision-language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.075397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 50e23fc3-7720-4bc0-9032-aac57b380f35 · outbound

This paper cites Trufor: Leveraging all-round clues for trustworthy image forgery detection and localiza- tion.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Trufor: Leveraging all-round clues for trustworthy image forgery detection and localiza- tion

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.063711Z

Source-reported events for the cited work

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Observation 396823f7-91fd-4389-952f-73c6a5abb953 · outbound

This paper cites Hierarchical fine-grained im- age forgery detection and localization.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Hierarchical fine-grained im- age forgery detection and localization

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.052712Z

Source-reported events for the cited work

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Observation 43f3b987-bfb3-4bf7-8494-0782e31434fa · outbound

This paper cites Language-guided hierarchical fine-grained image forgery detection and localization.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Language-guided hierarchical fine-grained image forgery detection and localization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.039570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5106fc40-c772-4a98-b339-d9356b09fe6c · outbound

This paper cites Hdf-net: Capturing ho- mogeny difference features to localize the tampered image.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Hdf-net: Capturing ho- mogeny difference features to localize the tampered image

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.027744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 96e3cfe9-913d-4ad7-9dd9-f3624a4b4a9d · outbound

This paper cites Forgerynet: A versatile benchmark for comprehensive forgery analysis.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Forgerynet: A versatile benchmark for comprehensive forgery analysis

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.014490Z

Source-reported events for the cited work

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

This paper cites FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant.

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

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Source-reported events for the cited work

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Observation fa306a73-bd38-4037-a6b8-19cde64b32d7 · outbound

This paper cites Frepgan: Robust deepfake detection using frequency- level perturbations.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Frepgan: Robust deepfake detection using frequency- level perturbations

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:56.003054Z

Source-reported events for the cited work

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Observation 3ef9de36-5ec1-42f2-a5a9-810bcd5ece6d · outbound

This paper cites Fusing global and local features for general- ized ai-synthesized image detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Fusing global and local features for general- ized ai-synthesized image detection

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.990745Z

Source-reported events for the cited work

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Observation 7bb3f639-809b-4108-a41a-df614a4862d9 · outbound

This paper cites Jain, and Xiaoming Liu.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Jain, and Xiaoming Liu

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.979003Z

Source-reported events for the cited work

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Observation 0506ecf0-14c6-47f7-addf-cdefa2abe4be · outbound

This paper cites Vilt: Vision- and-language transformer without convolution or region su- pervision.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Vilt: Vision- and-language transformer without convolution or region su- pervision

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.967075Z

Source-reported events for the cited work

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Observation a12ca6f7-3e46-4e5f-a8a5-93c4d45dec3f · outbound

This paper cites LISA: reasoning segmenta- tion via large language model.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model LISA: reasoning segmenta- tion via large language model

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.955741Z

Source-reported events for the cited work

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Observation 334733fe-6ff7-42a7-a1d0-770282c5cad0 · outbound

This paper cites Lang-segment-anything.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Lang-segment-anything

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.942747Z

Source-reported events for the cited work

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Observation 67f76ca8-d7d5-4b59-bb2a-740e100c58c8 · outbound

This paper cites Forgerygpt: Multimodal large language model for explainable image forgery detection and localization.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Forgerygpt: Multimodal large language model for explainable image forgery detection and localization

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.929745Z

Source-reported events for the cited work

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Observation 1470193d-3976-4cc2-97a6-3e1aa97690d3 · outbound

This paper cites Transformer-based visual segmenta- tion: A survey.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Transformer-based visual segmenta- tion: A survey

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.917299Z

Source-reported events for the cited work

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Observation c7e8f6af-09ef-4d16-8c7d-504e9b4f7034 · outbound

This paper cites Detecting multimedia generated by large AI models: A survey.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Detecting multimedia generated by large AI models: A survey

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.906067Z

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Observation 97167eed-d590-4c6e-bcc4-0c29216400a4 · outbound

This paper cites Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.894961Z

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Observation 32400d57-c813-4ccc-b1c4-9f0f60c9bbe6 · outbound

This paper cites Visual instruction tuning.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Visual instruction tuning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.882792Z

Source-reported events for the cited work

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Observation 253f0e4f-c491-44b2-a735-f6beee317991 · outbound

This paper cites Improved baselines with visual instruction tuning.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Improved baselines with visual instruction tuning

Reference 37

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Observation 7b9e3462-666d-4e59-8ae4-ebc7d81d28b6 · outbound

This paper cites Pscc-net: Progressive spatio-channel correlation network for image manipulation detection and localization.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Pscc-net: Progressive spatio-channel correlation network for image manipulation detection and localization

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.863347Z

Source-reported events for the cited work

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Observation dbad079b-bbf8-4fe4-bcd6-a6101923fb61 · outbound

This paper cites an unresolved cited work.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:36:55.851778Z

Source-reported events for the cited work

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Observation f34976e7-81ca-479b-841d-5e16e0fd9e87 · outbound

This paper cites Deepfakes genera- tion and detection: state-of-the-art, open challenges, coun- termeasures, and way forward.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Deepfakes genera- tion and detection: state-of-the-art, open challenges, coun- termeasures, and way forward

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.838484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f15c602b-1475-4d17-99b3-28f1f1ff5fcc · outbound

This paper cites May, Kirill Trapeznikov, Shengbang Fang, and Matthew C.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model May, Kirill Trapeznikov, Shengbang Fang, and Matthew C

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.825644Z

Source-reported events for the cited work

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Observation c0dd2669-2de4-48fd-a0ef-0a62d9900661 · outbound

This paper cites Multi-spectral class center network for face manipulation de- tection and localization.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Multi-spectral class center network for face manipulation de- tection and localization

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.813805Z

Source-reported events for the cited work

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Observation 09cad739-2267-4b1b-ae70-6b14e536b394 · outbound

This paper cites Large language models: A survey.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Large language models: A survey

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.801423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6b424c2f-9296-4fb7-9657-bd17a4a610c5 · outbound

This paper cites Absolutereality model repos- itory.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Absolutereality model repos- itory

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.790492Z

Source-reported events for the cited work

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Observation 5b0b84c7-33de-442a-b319-04604db7a9e5 · outbound

This paper cites Flux model.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Flux model

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.779947Z

Source-reported events for the cited work

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Observation bf570552-bda4-478d-915f-7e2edd4530ed · outbound

This paper cites Laa-net: Localized artifact attention network for quality-agnostic and generalizable deepfake de- tection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Laa-net: Localized artifact attention network for quality-agnostic and generalizable deepfake de- tection

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.769087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e2d984d2-9b1f-4eb2-81c8-d4dbd526a8bb · outbound

This paper cites IMD2020: A large-scale annotated dataset tailored for de- tecting manipulated images.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model IMD2020: A large-scale annotated dataset tailored for de- tecting manipulated images

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.757240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf82808f-bab5-4f5c-a04c-e45fed356785 · outbound

This paper cites Towards uni- versal fake image detectors that generalize across generative models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Towards uni- versal fake image detectors that generalize across generative models

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.743880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dc8c7bd1-a059-425e-aff8-0c093a82fa28 · outbound

This paper cites GPT-4 technical report.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model GPT-4 technical report

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.730758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 01911030-c3e0-428d-8ef1-36c70a7e049d · outbound

This paper cites On the use of stable diffusion for creating realistic faces: from generation to detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model On the use of stable diffusion for creating realistic faces: from generation to detection

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.719154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a32fc60-cb81-42b6-b60a-76d9220bc45f · outbound

This paper cites Deepfake generation and detection: A benchmark and survey.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Deepfake generation and detection: A benchmark and survey

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.707575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8a97509f-fdae-4819-b3a0-6675ebda2456 · outbound

This paper cites Kosmos-2: Grounding multimodal large language models to the world.Arxiv, 2023.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Kosmos-2: Grounding multimodal large language models to the world.Arxiv, 2023

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.695227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5b9c099f-9fc8-4665-b4d0-5f58880c34d4 · outbound

This paper cites Plummer, Liwei Wang, Chris M.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Plummer, Liwei Wang, Chris M

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.683066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 09e1f2e9-0b58-4afb-8e94-b78151ad12e1 · outbound

This paper cites SDXL: improving latent diffusion models for high-resolution image synthesis.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model SDXL: improving latent diffusion models for high-resolution image synthesis

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.672203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2631a8cf-5e8a-4c4c-988a-70206350c5b4 · outbound

This paper cites Arti- fact: A large-scale dataset with artificial and factual images for generalizable and robust synthetic image detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Arti- fact: A large-scale dataset with artificial and factual images for generalizable and robust synthetic image detection

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.660695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f3d69e17-fc74-46f1-b86d-55d048375c02 · outbound

This paper cites Shaker, Salman H.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Shaker, Salman H

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.648841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2143e707-a43b-446d-a0ee-fad66553d7c2 · outbound

This paper cites Pixellm: Pixel reasoning with large multimodal model.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Pixellm: Pixel reasoning with large multimodal model

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.637465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 98d33aaa-c003-48de-84ad-a23eee626e66 · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model High-resolution image syn- thesis with latent diffusion models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.626552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8f82483c-c9d8-4b4c-a689-32e348ab41e3 · outbound

This paper cites A survey of multimodal-guided image editing with text-to-image diffu- sion models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model A survey of multimodal-guided image editing with text-to-image diffu- sion models

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.616132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f4484bd6-2626-4505-bb74-f8fecd83052b · outbound

This paper cites Robustness and generalizability of deepfake detection: A study with diffusion models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Robustness and generalizability of deepfake detection: A study with diffusion models

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.604743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 96cf2c19-c48f-4683-af82-e9ab9ae1c935 · outbound

This paper cites Learning on gradients: Generalized arti- facts representation for gan-generated images detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Learning on gradients: Generalized arti- facts representation for gan-generated images detection

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.592018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0743e753-2df4-49e7-8a59-4bd19a7a9881 · outbound

This paper cites Frequency-aware deepfake de- tection: Improving generalizability through frequency space domain learning.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Frequency-aware deepfake de- tection: Improving generalizability through frequency space domain learning

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.580548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f149f679-9e5d-4ddc-ace4-f75c8248821c · outbound

This paper cites Weakly-supervised deepfake localization in diffusion-generated images.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Weakly-supervised deepfake localization in diffusion-generated images

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.567916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 046c805e-4e38-46b1-89f1-516bcc5e8b6b · outbound

This paper cites Representative forgery mining for fake face detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Representative forgery mining for fake face detection

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.555775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 195202a6-67f8-4f09-9d1d-3d5621692bd5 · outbound

This paper cites Fakespotter: A simple yet robust baseline for spotting ai-synthesized fake faces.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Fakespotter: A simple yet robust baseline for spotting ai-synthesized fake faces

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.543242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 449ff4c4-f598-47d7-8dc5-9202f3e04516 · outbound

This paper cites Cnn-generated images are sur- prisingly easy to spot...for now.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Cnn-generated images are sur- prisingly easy to spot...for now

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.531540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6e2b6279-d9df-4f3a-85c7-9d00f19837d6 · outbound

This paper cites Dynamic graph learning with content-guided spatial- frequency relation reasoning for deepfake detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Dynamic graph learning with content-guided spatial- frequency relation reasoning for deepfake detection

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.519343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9043b14c-4dea-459f-a823-84af69e8de2f · outbound

This paper cites DIRE for diffusion-generated image detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model DIRE for diffusion-generated image detection

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.506167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9b94c0f0-6610-4b78-9055-2632b63c15d0 · outbound

This paper cites Lasagna: Language-based segmentation assistant for complex queries.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Lasagna: Language-based segmentation assistant for complex queries

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.493041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4a5c305b-83f9-49da-9526-aa14646043ee · outbound

This paper cites Towards Semantic Equivalence of Tokenization in Multimodal LLM.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Towards Semantic Equivalence of Tokenization in Multimodal LLM

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:55.129249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6704e20c-0ed1-4b23-9dc1-e67c75a12290 · outbound

This paper cites GSV A: generalized segmentation via multimodal large language models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model GSV A: generalized segmentation via multimodal large language models

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.480862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7b27dd25-e40e-47b2-87ab-2c6a58499103 · outbound

This paper cites Fakeshield: Explainable image forgery detection and localization via multi-modal large lan- guage models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Fakeshield: Explainable image forgery detection and localization via multi-modal large lan- guage models

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.469377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f9853973-e209-4479-98bd-332a1c5a9780 · outbound

This paper cites Deepfakebench: A comprehensive benchmark of deepfake detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Deepfakebench: A comprehensive benchmark of deepfake detection

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.457833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe459475-eb82-416a-8666-d9249848dfa7 · outbound

This paper cites An improved baseline for reasoning segmentation with large language model.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model An improved baseline for reasoning segmentation with large language model

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:55.143066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27036fea-1e13-4f9d-89f8-2576c83668d3 · outbound

This paper cites Ferret: Refer and ground anything anywhere at any granularity.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Ferret: Refer and ground anything anywhere at any granularity

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.438428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 06e1cdd1-3450-4362-b932-8d4b2b38cd8b · outbound

This paper cites Diffforensics: Leveraging diffusion prior to image forgery detection and localization.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Diffforensics: Leveraging diffusion prior to image forgery detection and localization

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:55.151860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38caabfd-bacb-4c1c-9d0f-d2864371f009 · outbound

This paper cites Contextual object detection with mul- timodal large language models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Contextual object detection with mul- timodal large language models

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.418749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1022baa5-de75-4861-939d-10ae27f6cb89 · outbound

This paper cites an unresolved cited work.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:36:55.406789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 807915e9-18d2-423f-ad00-3a2e46a630db · outbound

This paper cites Text-to-image diffusion models in gen- erative AI: A survey.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Text-to-image diffusion models in gen- erative AI: A survey

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.395470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7f520230-ddac-4da4-b89a-d85446bc7ad2 · outbound

This paper cites Llava-grounding: Grounded visual chat with large multimodal models.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Llava-grounding: Grounded visual chat with large multimodal models

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.383675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 28f56e8a-55ae-4933-81bf-88b3567d3bab · outbound

This paper cites Vision-language models for vision tasks: A survey.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Vision-language models for vision tasks: A survey

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.371757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bc3a8420-439c-4b8e-96ea-542f769d064e · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.360096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 92627223-da38-48bd-a4a1-b08d43d8c3bc · outbound

This paper cites Perceptual artifacts localization for image synthesis tasks.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Perceptual artifacts localization for image synthesis tasks

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.348211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 87d09604-dda8-43fb-93f9-61118c2afbeb · outbound

This paper cites Omg-llava: Bridging image-level, object-level, pixel-level reasoning and understanding.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Omg-llava: Bridging image-level, object-level, pixel-level reasoning and understanding

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.334572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f4796230-3884-4dd5-85db-06b7a0965350 · outbound

This paper cites Common sense reasoning for deep fake detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Common sense reasoning for deep fake detection

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.321224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f9ad283d-02aa-43dd-88e3-b8b0baf9ff84 · outbound

This paper cites MFMS: learning modality-fused and modality-specific features for deepfake detection and local- ization tasks.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model MFMS: learning modality-fused and modality-specific features for deepfake detection and local- ization tasks

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.309263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6c7e4d48-92d0-4d89-84aa-957e67f14c3d · outbound

This paper cites Rich and poor texture contrast: A simple yet effective ap- proach for ai-generated image detection.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Rich and poor texture contrast: A simple yet effective ap- proach for ai-generated image detection

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.297398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c10366b-9322-42e8-92fc-2096d4266fb7 · outbound

This paper cites Corso, and Jianfeng Gao.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Corso, and Jianfeng Gao

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.285047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 04e0567d-6b84-494f-a45e-341560859136 · outbound

This paper cites Genimage: A million-scale benchmark for de- tecting ai-generated image.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Genimage: A million-scale benchmark for de- tecting ai-generated image

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.272264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ecf3e13a-86df-4cb3-84ae-e031d2abe3ff · outbound

This paper cites M3DSYNTH: A dataset of medical 3d images with ai-generated local manipulations.

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model M3DSYNTH: A dataset of medical 3d images with ai-generated local manipulations

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:36:55.259897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation fef2e18c-e189-4611-9ddd-2a37af1379c3 · inbound

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

Omni-IML: Towards Unified Image Manipulation Localization SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T14:57:10.145246Z

Source-reported events for the cited work

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Observation cd488899-735a-4bb6-a1a4-644ef36e28e9 · 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 SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:22.747278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4786c378-6b5f-4430-820f-a9628937e6b4 · inbound

Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations cites this paper.

Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:34.982653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394f00f8-ddca-4806-a033-14c5d0bfa905 · inbound

DFBench: Benchmarking Deepfake Image Detection Capability of Large Multimodal Models cites this paper.

DFBench: Benchmarking Deepfake Image Detection Capability of Large Multimodal Models SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:44.307327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0d4f9b-6bd4-4a23-bb23-ca640ff6e814 · 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 SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:32:59.677565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc15881-3022-4427-8dcc-7fea0464ccfd · inbound

Detecting Text Manipulation in Images using Vision Language Models cites this paper.

Detecting Text Manipulation in Images using Vision Language Models SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:04:19.694757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca2e148b-fe0e-4c04-b1ff-7f5b293fcfc0 · inbound

DocShield: Towards AI Document Safety via Evidence-Grounded Agentic Reasoning cites this paper.

DocShield: Towards AI Document Safety via Evidence-Grounded Agentic Reasoning SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:08:18.255211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8175597-8aac-4283-991b-933f60f60f0c · inbound

DocShield: Towards AI Document Safety via Evidence-Grounded Agentic Reasoning cites this paper.

DocShield: Towards AI Document Safety via Evidence-Grounded Agentic Reasoning SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T16:56:10.195574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d71dc54d-2821-4905-b061-d0b662d45e9b · inbound

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

XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 6

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

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Observation f39e0491-ed06-4fec-aa64-3e1a62fb53d3 · inbound

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection cites this paper.

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 10

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Observation 25f00a0f-22e0-4445-b68d-4b4181a9ad0d · inbound

Explaining AI-Image Detection: What the Heatmap Actually Shows cites this paper.

Explaining AI-Image Detection: What the Heatmap Actually Shows SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T04:13:11.722581Z

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