Paper Citation Record · LEDGER

GlobalForge: Towards Robust AI-Generated Image Detection

As of 17 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.14684.

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

pith.paper-citation-record.v1
2607.14684 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:26:30.607190Z

measured 42 of 42 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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 149e85b2-57d4-45b5-b5ee-3559b6c082f7 · outbound

This paper cites The creation and detection of deepfakes: A survey.ACM computing surveys (CSUR), 54(1):1–41, 2021.

GlobalForge: Towards Robust AI-Generated Image Detection The creation and detection of deepfakes: A survey.ACM computing surveys (CSUR), 54(1):1–41, 2021

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.394443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44649a8c-35fa-4549-8a5d-2147e5be9d93 · outbound

This paper cites Deepfakes and beyond: A survey of face manipulation and fake detection.Information fusion, 64:131–148, 2020.

GlobalForge: Towards Robust AI-Generated Image Detection Deepfakes and beyond: A survey of face manipulation and fake detection.Information fusion, 64:131–148, 2020

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.433778Z

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Unavailable: canonical work link unavailable.

Observation f42bb6ea-5906-420a-bbce-41f46b4009c4 · outbound

This paper cites On the detection of synthetic images generated by diffusion models.

GlobalForge: Towards Robust AI-Generated Image Detection On the detection of synthetic images generated by diffusion models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.528674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16dfa8ed-df4f-4c88-9f73-afd9d53e0c6d · outbound

This paper cites Raising the Bar of AI-generated Image Detection with CLIP.

GlobalForge: Towards Robust AI-Generated Image Detection Raising the Bar of AI-generated Image Detection with CLIP

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.604918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 682663a4-2a5b-4c43-a4a4-b146b19b22a9 · outbound

This paper cites an unresolved cited work.

GlobalForge: Towards Robust AI-Generated Image Detection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.683576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e66005cf-b6a9-4e64-aff4-8ebefd509195 · outbound

This paper cites A Sanity Check for AI-generated Image Detection.

GlobalForge: Towards Robust AI-Generated Image Detection A Sanity Check for AI-generated Image Detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.751460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0e9241-80e2-4195-9acd-763d6b4736c5 · outbound

This paper cites Df-udetector: An effective method towards robust deepfake detection via feature restoration.Neural Networks, 160:216–226, 2023.

GlobalForge: Towards Robust AI-Generated Image Detection Df-udetector: An effective method towards robust deepfake detection via feature restoration.Neural Networks, 160:216–226, 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.839969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6bf88d9-f36b-4ebf-84b0-d361e47c2c83 · outbound

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

GlobalForge: Towards Robust AI-Generated Image Detection Cnn- generated images are surprisingly easy to spot

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.899445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2736bb74-f4fe-4b55-9122-74359bd56729 · outbound

This paper cites Towards universal fake image detectors that generalize across generative models.

GlobalForge: Towards Robust AI-Generated Image Detection Towards universal fake image detectors that generalize across generative models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:26.945405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907a2277-710f-45e8-b430-eb41823a8999 · outbound

This paper cites Forgery-aware adaptive transformer for generalizable synthetic image detection.

GlobalForge: Towards Robust AI-Generated Image Detection Forgery-aware adaptive transformer for generalizable synthetic image detection

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:27.065357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca4bb36b-769b-43e4-9924-60db61ab5191 · outbound

This paper cites C2p-clip: Injecting category common prompt in clip to enhance generalization in deepfake detection.

GlobalForge: Towards Robust AI-Generated Image Detection C2p-clip: Injecting category common prompt in clip to enhance generalization in deepfake detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:27.138043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c58233-23d3-45c0-8467-71473192ac4f · outbound

This paper cites Dual data alignment makes ai-generated image detector easier generalizable.arXiv preprint arXiv:2505.14359, 2025.

GlobalForge: Towards Robust AI-Generated Image Detection Dual data alignment makes ai-generated image detector easier generalizable.arXiv preprint arXiv:2505.14359, 2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:27.755337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 204c0229-ec3d-480a-a83d-847f53779362 · outbound

This paper cites Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes.

GlobalForge: Towards Robust AI-Generated Image Detection Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:27.960736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51d43ca8-f2cb-4999-943b-2b6326f87e6f · outbound

This paper cites Leveraging frequency analysis for deep fake image recognition.

GlobalForge: Towards Robust AI-Generated Image Detection Leveraging frequency analysis for deep fake image recognition

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.065302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb32f442-11c7-4623-8cf5-c18fc2d9767a · outbound

This paper cites Rethink- ing the up-sampling operations in cnn-based generative network for generalizable deepfake detection.

GlobalForge: Towards Robust AI-Generated Image Detection Rethink- ing the up-sampling operations in cnn-based generative network for generalizable deepfake detection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.144291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17887422-0d69-4848-888a-f6207a9d71a2 · outbound

This paper cites Improving synthetic image detection towards generalization: An image transformation perspective.

GlobalForge: Towards Robust AI-Generated Image Detection Improving synthetic image detection towards generalization: An image transformation perspective

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.233049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efebd977-621e-4b21-b21b-522a63f3194c · outbound

This paper cites Dire for diffusion-generated image detection.

GlobalForge: Towards Robust AI-Generated Image Detection Dire for diffusion-generated image detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.325401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ec848bb-e388-45dd-b8bf-7789feeb1350 · outbound

This paper cites Drct: Diffusion reconstruction contrastive training towards universal detection of diffusion generated images.

GlobalForge: Towards Robust AI-Generated Image Detection Drct: Diffusion reconstruction contrastive training towards universal detection of diffusion generated images

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.413250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d28a2a-7448-4405-a101-9a5e3c186655 · outbound

This paper cites Generalizable synthetic image detection via language-guided contrastive learning.IEEE Transactions on Artificial Intelligence, 2025.

GlobalForge: Towards Robust AI-Generated Image Detection Generalizable synthetic image detection via language-guided contrastive learning.IEEE Transactions on Artificial Intelligence, 2025

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.506081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb83f19-8f97-4a0e-afc0-261e008f5d0d · outbound

This paper cites AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors.

GlobalForge: Towards Robust AI-Generated Image Detection AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.619659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c5d18b9-defe-4a32-a454-53c10e6aa121 · outbound

This paper cites A bias-free training paradigm for more general ai-generated image detection.

GlobalForge: Towards Robust AI-Generated Image Detection A bias-free training paradigm for more general ai-generated image detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.755541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2432a01-bd01-409e-9b93-6110a55d0ec8 · outbound

This paper cites Texturecrop: Enhanc- ing synthetic image detection through texture-based cropping.

GlobalForge: Towards Robust AI-Generated Image Detection Texturecrop: Enhanc- ing synthetic image detection through texture-based cropping

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.815365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01230731-7a18-4a0c-bde8-eb5c3b5b4288 · outbound

This paper cites Any-resolution ai-generated image detection by spectral learning.

GlobalForge: Towards Robust AI-Generated Image Detection Any-resolution ai-generated image detection by spectral learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.879362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c490f1e0-cbda-474f-abda-d48d8602ee6e · outbound

This paper cites Genimage: A million-scale benchmark for detecting ai-generated image.Advances in neural information processing systems, 36:77771–77782, 2023.

GlobalForge: Towards Robust AI-Generated Image Detection Genimage: A million-scale benchmark for detecting ai-generated image.Advances in neural information processing systems, 36:77771–77782, 2023

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:28.957518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdd57408-3a9d-4b95-872b-d03daa7f8a72 · outbound

This paper cites Real-Time Deepfake Detection in the Real-World.

GlobalForge: Towards Robust AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.037678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09378d94-b0cb-4edb-9a47-f825253d4b84 · outbound

This paper cites Beyond artifacts: Real-centric envelope modeling for reliable ai-generated image detection.arXiv preprint arXiv:2512.20937, 2025.

GlobalForge: Towards Robust AI-Generated Image Detection Beyond artifacts: Real-centric envelope modeling for reliable ai-generated image detection.arXiv preprint arXiv:2512.20937, 2025

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.119908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8a3106-02f5-4af7-ac44-b366778a9731 · outbound

This paper cites Intrigu- ing properties of synthetic images: from generative adversarial networks to diffusion models.

GlobalForge: Towards Robust AI-Generated Image Detection Intrigu- ing properties of synthetic images: from generative adversarial networks to diffusion models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.202677Z

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Unavailable: canonical work link unavailable.

Observation 1e9f69f0-de49-42ea-b900-28951370e6fb · outbound

This paper cites Imagenet-trained cnns are biased towards texture; increasing shape bias improves accuracy and robustness.

GlobalForge: Towards Robust AI-Generated Image Detection Imagenet-trained cnns are biased towards texture; increasing shape bias improves accuracy and robustness

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.278049Z

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Unavailable: canonical work link unavailable.

Observation 0b36b642-a8eb-44e8-97d2-52189fdef8b9 · outbound

This paper cites Shortcut learning in deep neural networks.Nature Machine Intelligence, 2(11):665–673, 2020.

GlobalForge: Towards Robust AI-Generated Image Detection Shortcut learning in deep neural networks.Nature Machine Intelligence, 2(11):665–673, 2020

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.297622Z

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Unavailable: canonical work link unavailable.

Observation 7c1c0230-407e-46c5-8ae9-3ab854443688 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

GlobalForge: Towards Robust AI-Generated Image Detection Representation Learning with Contrastive Predictive Coding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.333871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd7a648-db7f-4782-aada-cfdd75abd1a6 · outbound

This paper cites Easier painting than thinking: Can text-to-image models set the stage, but not direct the play?arXiv preprint arXiv:2509.03516, 2025.

GlobalForge: Towards Robust AI-Generated Image Detection Easier painting than thinking: Can text-to-image models set the stage, but not direct the play?arXiv preprint arXiv:2509.03516, 2025

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.433279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b4ae38-9e6e-4761-b412-77b864ea0ef2 · outbound

This paper cites Is artificial intelligence generated image detection a solved problem?arXiv preprint arXiv:2505.12335, 2025.

GlobalForge: Towards Robust AI-Generated Image Detection Is artificial intelligence generated image detection a solved problem?arXiv preprint arXiv:2505.12335, 2025

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.528556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ecc898-cb1f-4d8a-89fc-26dc77311cd5 · outbound

This paper cites Co-spy: Combining semantic and pixel features to detect synthetic images by ai.

GlobalForge: Towards Robust AI-Generated Image Detection Co-spy: Combining semantic and pixel features to detect synthetic images by ai

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.648571Z

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Unavailable: canonical work link unavailable.

Observation 2f8a8a9a-5cd4-41fd-89ee-09fbd1b5c5fd · outbound

This paper cites Bridging the gap between ideal and real-world evaluation: Benchmarking ai-generated image detection in challenging scenarios.

GlobalForge: Towards Robust AI-Generated Image Detection Bridging the gap between ideal and real-world evaluation: Benchmarking ai-generated image detection in challenging scenarios

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.759543Z

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Unavailable: canonical work link unavailable.

Observation 6785370b-6910-40cc-80bf-9794fb83eb91 · outbound

This paper cites Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection.

GlobalForge: Towards Robust AI-Generated Image Detection Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.867563Z

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Unavailable: canonical work link unavailable.

Observation dcc1ab0c-84cc-4999-8d9c-da8936e11577 · outbound

This paper cites Aligned Datasets Improve Detection of Latent Diffusion-Generated Images.

GlobalForge: Towards Robust AI-Generated Image Detection Aligned Datasets Improve Detection of Latent Diffusion-Generated Images

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:29.989200Z

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Unavailable: canonical work link unavailable.

Observation 98daf247-0732-4d8f-a289-8650361df76c · outbound

This paper cites an unresolved cited work.

GlobalForge: Towards Robust AI-Generated Image Detection Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:30.071509Z

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Observation f5d8e83f-c3f4-4bcd-844f-0d39c5dfc530 · outbound

This paper cites DINOv3.

GlobalForge: Towards Robust AI-Generated Image Detection DINOv3

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:30.162510Z

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Unavailable: canonical work link unavailable.

Observation 93b5f1d5-c436-408b-9ab5-1d461dc4844b · outbound

This paper cites LoRA: Low-rank adaptation of large language models.

GlobalForge: Towards Robust AI-Generated Image Detection LoRA: Low-rank adaptation of large language models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:30.263454Z

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Unavailable: canonical work link unavailable.

Observation ca422a67-3739-4331-980f-f00de3e57e21 · outbound

This paper cites PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection.

GlobalForge: Towards Robust AI-Generated Image Detection PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:30.416870Z

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Unavailable: canonical work link unavailable.

Observation 1ca04bf0-72ed-4598-aa2a-27ac04d16216 · outbound

This paper cites Synthbuster: Towards detection of diffusion model generated images.IEEE Open Journal of Signal Processing, 5:1–9, 2024.

GlobalForge: Towards Robust AI-Generated Image Detection Synthbuster: Towards detection of diffusion model generated images.IEEE Open Journal of Signal Processing, 5:1–9, 2024

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T01:26:30.487165Z

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Unavailable: canonical work link unavailable.

Observation b4846034-7634-4020-9923-23e078041bce · outbound

This paper cites pretrained vision backbone + lightweight structural modules + joint training objectives.

GlobalForge: Towards Robust AI-Generated Image Detection pretrained vision backbone + lightweight structural modules + joint training objectives

Reference 42

Resolution: malformed identifier; no resolver link, observed 2026-08-02T01:26:30.607190Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.