VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection | Paper Citation Record

Observation 030d77ca-0610-4ac4-aa46-47d4338b537f · outbound

This paper cites Finance worker pays out $25 million after video call with deepfake ‘chief financial officer’.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Finance worker pays out $25 million after video call with deepfake ‘chief financial officer’

Reference 1

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Observation d09661ee-2f08-41dc-89d5-6352fe43dff4 · outbound

This paper cites Berryessa.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Berryessa

Reference 2

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Observation ac77e371-fdc9-401e-a5c4-c3f39953ecfa · outbound

This paper cites How AI is being abused to create child sexual abuse imagery.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection How AI is being abused to create child sexual abuse imagery

Reference 3

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Observation e57dc6da-70cd-482c-ba1f-e2f22fde8daf · outbound

This paper cites Misinformation and elections: Provisional findings from four countries in 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Misinformation and elections: Provisional findings from four countries in 2024

Reference 4

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This paper cites Gpt-4 technical report.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Gpt-4 technical report

Reference 5

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Observation 67d6afb7-2c78-48be-bb7a-756e303b6780 · outbound

This paper cites Gemini: A family of highly capable multimodal models.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Gemini: A family of highly capable multimodal models

Reference 6

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Observation 77332b90-fde5-427f-8c60-9d67c8a70350 · outbound

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Drct: Diffusion reconstruction contrastive training towards universal detection of diffusion generated images

Reference 7

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Observation f4fd8e9b-1534-4940-b598-66d617613988 · outbound

This paper cites Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection

Reference 8

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Observation 3a18d7eb-a2f9-42ae-8cb0-6af82fb4f23d · outbound

This paper cites Deepfake-eval- 2024: A multi-modal in-the-wild benchmark of deepfakes circulated in 2024, 2025.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Deepfake-eval- 2024: A multi-modal in-the-wild benchmark of deepfakes circulated in 2024, 2025

Reference 9

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VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Unresolved cited work

Reference 10

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Observation 3a314576-a019-41f8-b239-856647c431fc · outbound

This paper cites FaceForensics++: Learning to detect manipulated facial images.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection FaceForensics++: Learning to detect manipulated facial images

Reference 11

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Observation f96e5cc4-ceb9-4704-bbb9-71cec3e2a9f4 · outbound

This paper cites GenImage: A million-scale benchmark for detecting AI-generated image.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection GenImage: A million-scale benchmark for detecting AI-generated image

Reference 12

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Observation 1781cf07-6c07-43a8-88c9-805422f79877 · outbound

This paper cites The state of deepfakes: Landscape, threats, and impact.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection The state of deepfakes: Landscape, threats, and impact

Reference 13

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This paper cites The 2023 state of deepfakes: Realities, threats, and impact, 2023.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection The 2023 state of deepfakes: Realities, threats, and impact, 2023

Reference 14

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Observation dbfc4b7d-4fe5-4799-97b2-cdc5ad969686 · outbound

This paper cites Fincen alert on fraud schemes involving deepfake media targeting financial institutions.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Fincen alert on fraud schemes involving deepfake media targeting financial institutions

Reference 15

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Observation 58baf44a-6813-4bf8-8b84-4959e9fe0103 · outbound

This paper cites Global cybersecurity outlook 2025.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Global cybersecurity outlook 2025

Reference 16

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Observation c04c6ec4-70aa-4340-bfbc-f412612473d0 · outbound

This paper cites Children and deepfakes.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Children and deepfakes

Reference 17

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This paper cites Unmasking cybercrime: Strengthening digital identity verification against deepfakes, January 2026.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Unmasking cybercrime: Strengthening digital identity verification against deepfakes, January 2026

Reference 18

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Observation 173bddd2-1fed-4f1b-b060-3c76d5176c46 · outbound

This paper cites Generative adversarial nets.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Generative adversarial nets

Reference 19

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This paper cites A style-based generator architecture for generative adversarial networks.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection A style-based generator architecture for generative adversarial networks

Reference 20

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Observation e3b8e659-0a40-439d-ac69-a91b208a9e06 · outbound

This paper cites Analyzing and improving the image quality of StyleGAN.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Analyzing and improving the image quality of StyleGAN

Reference 21

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Observation 71d27f89-b298-4289-a889-7e69a076d8a4 · outbound

This paper cites Jain, and Pieter Abbeel.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Jain, and Pieter Abbeel

Reference 22

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Observation 8ef252e9-11f6-4375-a824-5e8cfb494147 · outbound

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection High-resolution image synthesis with latent diffusion models

Reference 23

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Observation b13b75a2-70ca-4533-bcad-d89246f65394 · outbound

This paper cites Fast face-swap using convolutional neural networks.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Fast face-swap using convolutional neural networks

Reference 24

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This paper cites Face2face: Real-time face capture and reenactment of RGB videos.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Face2face: Real-time face capture and reenactment of RGB videos

Reference 25

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This paper cites Deferred neural rendering: Image synthesis using neural textures.ACM Transactions on Graphics (TOG), 38(4):66:1–66:12, 2019.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Deferred neural rendering: Image synthesis using neural textures.ACM Transactions on Graphics (TOG), 38(4):66:1–66:12, 2019

Reference 26

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This paper cites DeepFakes: a New Threat to Face Recognition? Assessment and Detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection DeepFakes: a New Threat to Face Recognition? Assessment and Detection

Reference 27

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VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Unresolved cited work

Reference 28

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Observation d4abc40b-5e6e-4b93-898a-ff90baaa04f1 · outbound

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Leveraging frequency analysis for deep fake image recognition

Reference 29

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Observation b13aeec7-f8ce-4af4-8bd5-31b9b8e3e5ba · outbound

This paper cites Watch your up-convolution: CNN based generative deep neural networks are failing to reproduce spectral distributions.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Watch your up-convolution: CNN based generative deep neural networks are failing to reproduce spectral distributions

Reference 30

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Observation b8a74e71-b743-43a6-b5f7-e0dbd7ad3ec2 · outbound

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Towards universal fake image detectors that generalize across generative models

Reference 31

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Observation fe0c60bd-3cae-40c6-9e43-b143ac855d0e · outbound

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Raising the Bar of AI-generated Image Detection with CLIP

Reference 32

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This paper cites DIRE for Diffusion-Generated Image Detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection DIRE for Diffusion-Generated Image Detection

Reference 33

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This paper cites AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error

Reference 34

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This paper cites C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 35

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This paper cites FaceForensics: A large-scale video dataset for forgery detection in human faces.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection FaceForensics: A large-scale video dataset for forgery detection in human faces

Reference 36

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This paper cites The Deepfake Detection Challenge (DFDC) Preview Dataset.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection The Deepfake Detection Challenge (DFDC) Preview Dataset

Reference 37

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This paper cites The DeepFake Detection Challenge (DFDC) Dataset.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection The DeepFake Detection Challenge (DFDC) Dataset

Reference 38

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This paper cites WildDeepfake: A challenging real- world dataset for deepfake detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection WildDeepfake: A challenging real- world dataset for deepfake detection

Reference 39

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This paper cites Celeb-DF: A large-scale challenging dataset for DeepFake forensics.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Celeb-DF: A large-scale challenging dataset for DeepFake forensics

Reference 40

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection ForgeryNet: A versatile benchmark for comprehensive forgery analysis

Reference 41

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This paper cites DF40: Toward next-generation deepfake detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection DF40: Toward next-generation deepfake detection

Reference 42

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Observation 8fb3dce8-b769-46c3-8f6b-da2b9dd26f33 · outbound

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Deepfakebench: A comprehensive benchmark of deepfake detection

Reference 43

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Observation d83dd0b0-e22a-42f7-942f-a51a124b564b · outbound

This paper cites Claude opus 4.8 model card, 2026.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Claude opus 4.8 model card, 2026

Reference 44

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Observation 3ec7b99c-7f34-4639-9430-c5239ff18abd · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 45

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Observation d5e2d9cd-ed0d-48f0-9966-4ac2ecbba9d4 · outbound

This paper cites Llama 4: Multimodal intelligence, openly available, 2025.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Llama 4: Multimodal intelligence, openly available, 2025

Reference 46

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Observation a50d7bcc-685a-4b4f-9094-2c7c4d10b66c · outbound

This paper cites Nemotron: Nvidia’s family of open foundation models, 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Nemotron: Nvidia’s family of open foundation models, 2024

Reference 47

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Observation 472d8a26-cbc0-4310-b3c9-ef7cc4dcb178 · outbound

This paper cites Glm: General language model family (zhipu ai / z.ai), 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Glm: General language model family (zhipu ai / z.ai), 2024

Reference 48

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Observation e55a12e0-ca5b-4007-81ce-3785a22a0a95 · outbound

This paper cites C2PA technical specification.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection C2PA technical specification

Reference 49

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Observation 548a4aa1-f93b-42ee-a8d9-686b3b71e448 · outbound

This paper cites Content credentials: C2PA technical specification.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Content credentials: C2PA technical specification

Reference 50

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Observation 875e60ec-b898-4f96-9684-9169452d91b4 · outbound

This paper cites Scalable watermarking for identifying large language model outputs.Nature, 634(8035):818–823, 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Scalable watermarking for identifying large language model outputs.Nature, 634(8035):818–823, 2024

Reference 51

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Observation 2159425a-469f-4786-baf8-556b211d3f94 · outbound

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VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Unresolved cited work

Reference 52

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This paper cites RealAPI product documentation.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection RealAPI product documentation

Reference 53

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Observation b5ff5480-582d-469b-b9e3-854ab8bc1b14 · outbound

This paper cites Ai-generated image and video detection documentation.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai-generated image and video detection documentation

Reference 54

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Observation b692aac2-32fb-4050-b1a7-d21608879896 · outbound

This paper cites Ai-generated image detection API documentation.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai-generated image detection API documentation

Reference 55

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Observation f0504847-f41f-4cc8-83cd-7b5944271ab3 · outbound

This paper cites Ai image detection API documentation.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai image detection API documentation

Reference 56

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Observation 3ac50b06-d716-4ac9-9f78-ba21ad1cd6ee · outbound

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VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai generated image detection (DeepScan API)

Reference 57

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Observation a1deeba8-39c8-4fdc-915a-6e9db175db88 · outbound

This paper cites Deepfake detection platform.https://sensity.ai/, 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Deepfake detection platform.https://sensity.ai/, 2024

Reference 58

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Observation 6d7e3336-e28e-4d28-89bd-3770b7150dc0 · outbound

This paper cites Ai generated image detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai generated image detection

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.388965Z

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Observation 6d12da17-db9f-4d6b-885f-09ed80a09e54 · outbound

This paper cites Image detection API reference.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Image detection API reference

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.391634Z

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Observation ecb7571f-d14b-4949-b8f6-83d86a079bf8 · outbound

This paper cites Intel introduces real-time deepfake detector (FakeCatcher).

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Intel introduces real-time deepfake detector (FakeCatcher)

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.393940Z

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Observation 98e115fd-aa0a-4faf-b3f4-6a2cf6fd7126 · outbound

This paper cites Poskitt, and Xingmei Wang.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Poskitt, and Xingmei Wang

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.396382Z

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Observation 2e378072-dbf5-4a93-9501-d0b7d105a9c7 · outbound

This paper cites Assessment framework for deepfake detection in real-world situations, 2023.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Assessment framework for deepfake detection in real-world situations, 2023

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.398756Z

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Observation 7ff2333e-9d72-4d20-a3c2-7e21a2ea08af · outbound

This paper cites Fake or JPEG? revealing common biases in generated image detection datasets, 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Fake or JPEG? revealing common biases in generated image detection datasets, 2024

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.401009Z

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Observation 32faa44e-bfd5-431e-86a2-ebdf648253cf · outbound

This paper cites A sanity check for AI-generated image detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection A sanity check for AI-generated image detection

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.403513Z

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Observation 36732663-2f4f-4312-a252-276882d45072 · outbound

This paper cites The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.407003Z

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Observation 0f8cbe91-ecd7-42c6-87d7-883d682b9e26 · outbound

This paper cites Organic or diffused: Can we distinguish human art from AI-generated images?https://doi.org/10.1145/3658644.3670306, 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Organic or diffused: Can we distinguish human art from AI-generated images?https://doi.org/10.1145/3658644.3670306, 2024

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.409948Z

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Observation 3b976128-531e-4785-aaa1-977e199ee8d4 · outbound

This paper cites The visual counter turing test (VCT2): A benchmark for evaluating AI-Generated image detection and the visual AI index.https://arxiv.org/abs/2411.16754, 2024.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection The visual counter turing test (VCT2): A benchmark for evaluating AI-Generated image detection and the visual AI index.https://arxiv.org/abs/2411.16754, 2024

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.412914Z

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Observation 28dd4218-b5e8-4411-895b-a0fb63aed43f · outbound

This paper cites Ai-genbench: A new ongoing benchmark for ai-generated image detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai-genbench: A new ongoing benchmark for ai-generated image detection

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.415803Z

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Observation 18dee6c1-8db5-4731-981c-ee5ee2af1edc · outbound

This paper cites an unresolved cited work.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.418448Z

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Observation 954d88b6-7071-4902-9f07-59816409a0a7 · outbound

This paper cites Adversarial deepfakes: Evaluating vulnerability of deepfake detectors to adversarial examples.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Adversarial deepfakes: Evaluating vulnerability of deepfake detectors to adversarial examples

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.421082Z

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Observation 3ca11ec9-51d0-43c2-86c3-9f62a7035f8d · outbound

This paper cites an unresolved cited work.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.423812Z

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Observation 13b0b637-b54e-4ae6-8ac8-04727dabdfbe · outbound

This paper cites On the foundations of noise-free selective classification.Journal of Machine Learning Research, 11(53):1605–1641, 2010.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection On the foundations of noise-free selective classification.Journal of Machine Learning Research, 11(53):1605–1641, 2010

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.426523Z

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Observation c41f9d44-e185-47b4-999b-44d37845bd73 · outbound

This paper cites Selective classification for deep neural networks.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Selective classification for deep neural networks

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.429285Z

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Observation 35e8f2b9-1aa8-4667-8aee-63b80504119b · outbound

This paper cites SelectiveNet: A deep neural network with an integrated reject option.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection SelectiveNet: A deep neural network with an integrated reject option

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.431922Z

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Observation e7bcfee2-361a-40dc-a5a5-5eb9f1f33134 · outbound

This paper cites Learning and evaluating classifiers under sample selection bias.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Learning and evaluating classifiers under sample selection bias

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.435054Z

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Observation 14761f24-edd1-4d7f-b44a-c5b367f41f88 · outbound

This paper cites Counterfactually comparing abstaining classifiers.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Counterfactually comparing abstaining classifiers

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.438107Z

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Observation 03034c77-d16b-4a09-941f-09791fc02614 · outbound

This paper cites The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation.BMC Genomics, 21(1):6, 2020.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation.BMC Genomics, 21(1):6, 2020

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.440738Z

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Observation dbd28847-368d-481b-818b-0d2dc57f0167 · outbound

This paper cites Brodersen, Cheng Soon Ong, Klaas E.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Brodersen, Cheng Soon Ong, Klaas E

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.443396Z

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Observation 92db9387-99a6-4e54-bf1d-ef4515983c74 · outbound

This paper cites A systematic analysis of performance measures for classification tasks.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection A systematic analysis of performance measures for classification tasks

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.445879Z

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Observation 2f998e30-b6e2-44c2-b04d-a21d82dc3b25 · outbound

This paper cites Declip: Decoupled learning for detection and localization of deepfakes.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Declip: Decoupled learning for detection and localization of deepfakes

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.448579Z

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Observation 00836d49-0b6e-4c14-9290-2533b863f893 · outbound

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

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection A Sanity Check for AI-generated Image Detection

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.451201Z

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Observation d8e62703-7f3e-4ee3-8270-41066cca06ff · outbound

This paper cites Deepfake Detection that Generalizes Across Benchmarks.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Deepfake Detection that Generalizes Across Benchmarks

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.454086Z

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Observation 410f92a4-253b-4449-8d03-b5aba721a5ae · outbound

This paper cites Community Forensics: Using Thousands of Generators to Train Fake Image Detectors.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Community Forensics: Using Thousands of Generators to Train Fake Image Detectors

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.457422Z

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Observation 26b86651-828c-4849-a89d-15f2e0859626 · outbound

This paper cites commfor-model-384.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection commfor-model-384

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.460845Z

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Observation 2954951f-ba18-43d8-8217-c4db38dcaa6c · outbound

This paper cites Ntire2026_deepfake: Ntire 2026 challenge dinov3 ensemble.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ntire2026_deepfake: Ntire 2026 challenge dinov3 ensemble

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.463743Z

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Observation a735ecaa-164b-479d-ae2b-6dfe0fcac5a7 · outbound

This paper cites ai_vs_real_image_detection.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection ai_vs_real_image_detection

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.466636Z

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Observation 359aa758-b789-4f41-97c1-f6ebdd380f89 · outbound

This paper cites ai-image-detector-siglip-dinov2.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection ai-image-detector-siglip-dinov2

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.469436Z

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Observation 758a9be5-85cc-4540-b65d-fa08c4557504 · outbound

This paper cites sdxl-detector.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection sdxl-detector

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.472053Z

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Observation 7f740f31-0052-41bc-b37a-12462053dcfb · outbound

This paper cites Ai-vs-deepfake-vs-real-v2.0.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai-vs-deepfake-vs-real-v2.0

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.474745Z

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Observation 3e110218-cdf0-46c8-9180-85991b3fbe37 · outbound

This paper cites an unresolved cited work.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.477837Z

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Observation d29b1044-d483-483a-a0a9-d912d0277ebd · outbound

This paper cites Ai-image-detector.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Ai-image-detector

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.481095Z

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Observation 13cfb442-05d0-41cb-8206-2f318f4e7687 · outbound

This paper cites ai-source-detector.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection ai-source-detector

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.484039Z

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Observation 3ef75268-aed5-45c9-9ac7-5bebf00759cf · outbound

This paper cites flux-detector-vit.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection flux-detector-vit

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.486734Z

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Observation ab37709f-86a0-4ddd-a1b1-52ab9c2754c2 · outbound

This paper cites deepfake-model (deepguard).

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection deepfake-model (deepguard)

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.489510Z

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Observation b2e5d3fb-9f6e-4d34-8d38-ea6fe5540933 · outbound

This paper cites ai-image-detector-deploy.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection ai-image-detector-deploy

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.492348Z

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Observation 0601293b-28ad-4c9a-a743-8d493eb80422 · outbound

This paper cites vit-real-fake-classification-v3.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection vit-real-fake-classification-v3

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.495148Z

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Observation aa5e5c58-0b63-4c71-8770-a92c9f207d72 · outbound

This paper cites ai-image-detect-distilled.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection ai-image-detect-distilled

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.497796Z

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Observation 3517123f-37c2-4005-8ae0-21b719f5823f · outbound

This paper cites Opensight-communityforensics-deepfake-vit.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection Opensight-communityforensics-deepfake-vit

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.500407Z

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Observation 051d6a37-f012-4854-a0d5-4e77a1bbd5dd · outbound

This paper cites ai-vs-human-image-detector.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection ai-vs-human-image-detector

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.503188Z

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