Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:10:14.378269Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 2 inbound Pith citation observations for arXiv:2505.22604.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:10:14.378269Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:27:56.828271Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-08T20:00:17.558848Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f50f0ae6-6c41-4045-a004-778c3138c565 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Cnn- generated images are surprisingly easy to spot
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 94301217-db85-4511-8ea4-052174df6f1f · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Global texture enhancement for fake face detection in the wild
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 674055ed-0cdd-45c0-b5b4-e2af58ade9ad · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Detecting and simulating artifacts in gan fake images
Reference 3
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Observation f944b6bd-8bcb-4bd3-81a2-056cfff012e8 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Leveraging frequency analysis for deep fake image recognition
Reference 4
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Unavailable: canonical work link unavailable.
Observation 25f1be97-4e10-490b-8267-9b3490a11da9 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Diffusion noise feature: Accurate and fast generated image detection.arXiv preprint arXiv:2312.02625, 2023
Reference 5
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Observation 13791789-b4a9-44ce-aa08-d85b8acb783c · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Aeroblade: Training-free detection of latent diffusion images using autoencoder reconstruction error
Reference 6
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Observation a4e9a240-457b-4fbb-a2a4-5664e6c51d6e · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Learning on gradients: Generalized artifacts representation for gan-generated images detection
Reference 7
Source-reported events for the cited work
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Observation 4413698a-3d0e-4a8b-963a-15dedf9f6906 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Rethink- ing the up-sampling operations in cnn-based generative network for generalizable deepfake detection
Reference 8
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Observation 798d8375-2900-4ab7-a96d-177800d04b4f · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Detecting generated images by real images
Reference 9
Source-reported events for the cited work
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Observation 6f0eb1d8-5860-43a9-8502-f2ff1e8ba7ce · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection
Reference 10
Source-reported events for the cited work
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Observation 7a4d905c-dbd8-496a-a87a-bb7099b88401 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Vulnerabilities in ai-generated image detection: The challenge of adversarial attacks
Reference 11
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Observation d14d9340-5c6a-412f-aea4-9ca4f0216b86 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Exploring the adversarial robustness of clip for ai-generated image detection
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 903af63f-2550-47a9-a319-95c8d4784b5f · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Adversarial Robustness of AI-Generated Image Detectors in the Real World
Reference 13
Source-reported events for the cited work
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Observation e30d2622-3836-4bb3-a67e-dd65ce297fb4 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
Reference 14
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Unavailable: canonical work link unavailable.
Observation 1cf5d30d-44ba-4c48-a18a-689e586878f5 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Think twice before detecting gan-generated fake images from their spectral domain imprints
Reference 15
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Observation 464dc641-44be-440e-b3da-2d836198ab56 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Evading deepfake detectors via adversarial statistical consistency
Reference 16
Source-reported events for the cited work
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Observation 4337e481-ec46-46c9-887e-9996b2038695 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Exploring frequency adversarial attacks for face forgery detection
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ac12986d-d257-4320-bc4c-a8aa03986be9 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Stealthd- iffusion: Towards evading diffusion forensic detection through diffusion model
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 87177b1f-e37f-4eb0-9e22-8bc6eb4f9736 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Towards deep learning models resistant to adversarial attacks, 2019
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1746dacf-a297-40cb-91f4-b251896c166d · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Xing, Laurent El Ghaoui, and Michael I
Reference 20
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ff7c89be-f9af-4a08-b7d0-21a9f1c9cf0e · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Pereira, and William Bialek
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 223d470a-5592-4ca0-8ef8-110f74be4bd8 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Robustbench: a standardized adversarial robustness benchmark
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 84d3ad8b-ae79-46a7-b248-5b255c3ad2e9 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Genimage: A million-scale benchmark for detecting ai-generated image.Advances in Neural Information Processing Systems, 36:77771–77782, 2023
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fa559cef-0d15-4c94-8a19-9815b278e12d · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Towards universal fake image detectors that generalize across generative models, 2024
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 314f7015-0164-47fc-b02c-392281ba6a81 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Emergence of invariance and disentanglement in deep representations.Journal of Machine Learning Research, 19(50):1–34, 2018
Reference 25
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Unavailable: canonical work link unavailable.
Observation 6e2ac375-1aad-4693-b040-3b0f3417ae58 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Information dropout: Learning optimal representations through noisy computation.IEEE transactions on pattern analysis and machine intelligence, 40(12):2897–2905, 2018
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5cd9928e-1691-4331-aa2a-836cff809b39 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d99328bc-e583-4f85-9d6e-d29ecb703272 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 35ae5811-c3f3-42a7-a1cf-ac679765e91d · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks, 2020
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 470a077f-eec5-4e77-8b79-11f492b79742 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Pixle: a fast and effective black-box attack based on rearranging pixels
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 770057a1-5819-47ee-a700-10bf50101294 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Square attack: a query-efficient black-box adversarial attack via random search, 2020
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 45b4f8f8-f0ef-4ada-a4d9-002c2b97f8d7 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective On adaptive attacks to adversarial example defenses, 2020
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 45dcfcd6-4027-410d-b92a-53d0b2234618 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Adversarial examples are not easily detected: Bypassing ten detection methods, 2017
Reference 33
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Unavailable: canonical work link unavailable.
Observation deed95b4-0b40-400e-8a59-6d8edde5a4cb · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective High-resolution image synthesis with latent diffusion models, 2022
Reference 34
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Unavailable: canonical work link unavailable.
Observation 2714d8bf-667e-4fab-ba6b-0409586f2894 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Lsun: Construction of a large-scale image dataset using deep learning with humans in the loop
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bd355a24-a57f-4897-85cd-78e4f5d18253 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Progressive growing of gans for im- proved quality, stability, and variation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 341afacd-826d-40aa-9f96-47f6161cba6c · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Frequency-aware deepfake detection: Improving generalizability through frequency space learning, 2024
Reference 37
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Unavailable: canonical work link unavailable.
Observation cd78852e-e4bc-4f3d-849a-1888dfc4be9a · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Towards evaluating the robustness of neural networks, 2017
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c5f53db8-6aae-4fcd-9e47-f6601e433bdb · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Minimally distorted adversarial examples with a fast adaptive boundary attack, 2020
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9115cb62-8c2d-40da-bb84-21d72c34127f · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Learning transferable visual models from natural language supervision, 2021
Reference 40
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Unavailable: canonical work link unavailable.
Observation 929fed8f-ec08-4cc5-bf38-b6b438fca8d9 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Randomized adversarial training via taylor expansion, 2023
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a7f74d66-e6f3-4f50-b13d-92eed0b21f02 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Feature squeezing: Detecting adversarial examples in deep neural networks
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 14ffbe0f-389e-453e-aded-f1b896a030b6 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Diffusion models for adversarial purification, 2022
Reference 43
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Observation 75de3bd9-fd4e-400a-9c0e-4b100d8bebaa · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Robust overfitting does matter: Test-time adversarial purification with fgsm
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 81948614-33c2-41a7-b2dd-2a1174c64d8c · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Robust clip: Unsupervised adversarial fine-tuning of vision embeddings for robust large vision-language models, 2024
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5489af7c-a26a-4eab-a24e-81f396818277 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Forgery-aware adaptive transformer for generalizable synthetic image detection, 2023
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f7c6a5b7-6571-4b47-8ac7-6b1f83e9b178 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Forgery-aware adaptive transformer for generalizable synthetic image detection
Reference 47
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Observation 5f3fc9c5-3689-49de-8bb5-2fe3c6d5263b · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Univer- sal adversarial perturbations
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 51ff02df-8c70-4675-848c-4b543b0c9a09 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Adversarial example detection using latent neighborhood graph
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fb6a9ded-3626-4f10-a132-6d70972ea20e · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Reference 50
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Observation 00694277-5a5f-4366-9357-484b8414126f · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Detecting adversarial examples via reconstruction-based semantic inconsistency
Reference 51
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 32ce206e-c471-4388-80ea-4a41f65dad3e · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective The devil’s advocate: Shattering the illusion of unexploitable data using diffusion models
Reference 52
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6c8633f0-b8ed-4b16-92b0-28f7d6af5643 · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Salient Conditional Diffusion for Defending Against Backdoor Attacks
Reference 53
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5841c4ea-9b28-4a02-bd9b-0792b1dd6ffb · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Guided Diffusion Model for Adversarial Purification
Reference 54
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Observation 9465f26b-9c68-4e34-bd20-c32a88222d6a · outbound
Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective Improving adversarial robustness via mutual information estimation, 2022
Reference 55
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 28c8cbf5-bd6c-40e4-bce6-d433c6ad9bdd · inbound
MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective
Reference 83
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Observation 4e853f2f-1cac-4f0c-a6c9-6ef0388a26de · inbound
Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective
Reference 179
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.