Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:18.538038Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2506.12871.
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 2026-08-07T00:41:18.538038Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:10:02.825455Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T22:10:03.376594Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 95312af8-863c-4e86-8bd5-6658b230805b · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Deep matching and validation network: An end-to-end solution to constrained image splicing localization and detection,
Reference 1
Source-reported events for the cited work
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Observation 256bc1f5-597f-4ee0-8f7e-2c37f7eb37a0 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Color noise-based fea- ture for splicing detection and localization,
Reference 2
Source-reported events for the cited work
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Observation 28e45a16-7181-41bd-9fdb-125767e98e0a · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Multi- task SE-network for image splicing localization,
Reference 3
Source-reported events for the cited work
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Observation 22661efe-e1b2-4f84-aea5-6b771da7e0c7 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization BusterNet: Detecting copy-move image forgery with source/target localization,
Reference 4
Source-reported events for the cited work
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Observation cfcbe5db-07f5-4895-a8cc-6f541bb2a3b3 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization DOA-GAN: Dual-order attentive generative adversarial network for image copy-move forgery detection and localization,
Reference 5
Source-reported events for the cited work
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Observation 9607307b-ece1-4316-b45a-4e3300ff2ee4 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization A deep learning approach to patch-based image inpainting forensics,
Reference 6
Source-reported events for the cited work
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Observation 2f2428de-0e66-4333-8ff1-41c6a292698d · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Spatiotemporal trident networks: detection and localization of object removal tampering in video passive forensics,
Reference 7
Source-reported events for the cited work
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Observation 5897a786-a49e-4d8e-bdfa-1effe8e08213 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization PSCC-Net: Progressive spatio- channel correlation network for image manipulation detection and localization,
Reference 8
Source-reported events for the cited work
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Observation 14220351-027d-44cd-bd2b-3fb43e96ef0a · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Learning JPEG compression artifacts for image manipulation detection and lo- calization,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cb7fa2e8-fd6a-4bed-bba4-a868a1af1a68 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization MVSS-Net: Multi- view multi-scale supervised networks for image manipulation detection,
Reference 10
Source-reported events for the cited work
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Observation 76789907-b2eb-4a81-8c93-83617a462986 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Robust image forgery detection against transmission over online social networks,
Reference 11
Source-reported events for the cited work
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Observation 258aaefc-cf10-4fd4-8945-e7d0f6fb5d5a · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Employing reinforcement learning to construct a decision-making environment for image forgery localization,
Reference 12
Source-reported events for the cited work
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Observation 7f87c102-e80e-440a-9f8b-a4fd598a9cf6 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization HDF-Net: Capturing homogeny difference features to localize the tampered image,
Reference 13
Source-reported events for the cited work
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Observation a125fa41-2035-4c48-b92d-ac9f863938d7 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Poster: Query-efficient black- box attack for image forgery localization via reinforcement learning,
Reference 14
Source-reported events for the cited work
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Observation ca39ca0d-b113-4224-a603-877f0a06b39f · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Query-efficient attack for black-box image inpainting forensics via reinforcement learning,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f7dddc9f-adac-450a-849f-9eedceefc6ca · outbound
Active Adversarial Noise Suppression for Image Forgery Localization How deep learning sees the world: A survey on adversarial attacks & defenses,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07d334c1-c3d5-474b-8713-013419b734fd · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Image tampering local- ization using a dense fully convolutional network,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1fde3ee2-7c82-4222-a250-0824daa9bd90 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Deep residual learning for image recognition,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d9305bd-86a9-4c5e-b23c-85cab8e95af1 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Recalibrating fully convo- lutional networks with spatial and channel “squeeze and excitation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cba03204-e814-4891-96c5-0eca90669680 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization U-Net: Convolutional net- works for biomedical image segmentation,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b1ca2ef-6a22-4a8c-a797-4ce94258aafb · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4bd5c78-df39-4f1f-9f3a-59a4d48ae072 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Asynchronous methods for deep rein- forcement learning,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 78cfa177-5050-4fe5-9546-919215ba3bea · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Rich models for steganalysis of digital images,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed796d30-9911-4203-96fd-5994c80726e7 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Explaining and Harnessing Adversarial Examples
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 182a5f34-a348-4e54-a2c4-c233b378432b · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Towards evaluating the robustness of neural networks,
Reference 25
Source-reported events for the cited work
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Observation 4939ed2d-ec77-44f3-838a-b0eefbcc9072 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adversarial examples in the physical world,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d879d106-cf73-4292-9a04-619e0568c339 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Towards deep learning models resistant to adversarial attacks,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6aaa153-3799-47e4-88f9-dd4d4c4f7e0f · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adversarial attacks for image segmentation on multiple lightweight models,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e04ad9a8-3bb9-4034-90bb-9a7798c7eb2c · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adversarial attacks on yolact instance segmentation,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f305f21-238b-4f27-878a-110508953cff · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Proximal splitting adversarial attack for semantic segmentation,
Reference 30
Source-reported events for the cited work
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Observation 40db1624-a03e-463a-8bec-1ae462998da8 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Universal adversarial perturbations against object detection,
Reference 31
Source-reported events for the cited work
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Observation 1fedd711-daf5-4889-b757-7aaf107d667d · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adc: Adversarial attacks against object detection that evade context consistency checks,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6c510f8-84d6-4691-9e00-c9d500bcc8ba · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adversarial patch attacks against aerial imagery object detectors,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90761e03-04fd-441c-ba06-d5be5c1fc33e · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adversarial risk and the dangers of evaluating against weak attacks,
Reference 34
Source-reported events for the cited work
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Observation 3d7eca04-afb4-43e8-82a1-5d88791c3806 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Square attack: a query-efficient black-box adversarial attack via random search,
Reference 35
Source-reported events for the cited work
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Observation 72564420-9403-4557-9368-ea9097b926f1 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Boosting adversarial attacks with momentum,
Reference 36
Source-reported events for the cited work
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Observation 161f27d2-8188-4b3a-950d-346654f3d428 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Boosting adversarial transferability by achieving flat local maxima,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2af3b43a-ae9f-4099-8cba-ff6a3513d31f · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Robustness may be at odds with accuracy,
Reference 38
Source-reported events for the cited work
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Observation 53913b7f-002c-41ab-a552-281836a3e571 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization A study of the effect of JPG compression on adversarial images
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 878bbdf4-0eae-44f5-b6ef-94693dd0596d · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70cc03b6-4265-4918-bf5d-afc2fff235a7 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adversarial examples for semantic segmentation and object detection,
Reference 41
Source-reported events for the cited work
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Observation 46e53a34-3e27-455c-93b3-b0bb41e27ad4 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Defense-gan: Protect- ing classifiers against adversarial attacks using generative models,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4bee0f04-7295-4ea9-94b8-db6e43c3721c · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Collaborative defense- gan for protecting adversarial attacks on classification system,
Reference 43
Source-reported events for the cited work
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Observation 662472bf-924d-4b0d-b8ad-f5f7a20f3466 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Guided Diffusion Model for Adversarial Purification
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5717ff7-fea7-4154-a267-ca2c55ade2ca · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Denoising diffusion probabilistic models,
Reference 45
Source-reported events for the cited work
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Observation 062a49eb-9e60-4b27-bcd5-46154d69feb9 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f95c36b-b830-45ff-b0ed-004f1bddaab7 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization EfficientNet: Rethinking model scaling for convolu- tional neural networks,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e196b505-fea1-4dea-90e7-cca171a15905 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization ImageNet Large Scale Visual Recognition Challenge,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a957ca8e-fd32-4316-b9a5-fd9597d913a6 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Visualizing and understanding convo- lutional networks,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72b78b48-55cf-4463-ab10-26008622af87 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization V-net: Fully convolutional neural networks for volumetric medical image segmentation,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7325920-aa42-4bab-b41c-4b5ffb5ee5ee · outbound
Active Adversarial Noise Suppression for Image Forgery Localization A data set of authentic and spliced image blocks,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 98db6fb9-9931-4be1-b044-d348890ddc56 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Casia image tampering detection eval- uation database,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 655b1fb0-fd53-4b24-a0de-547f5545d6cb · outbound
Active Adversarial Noise Suppression for Image Forgery Localization IMD2020: a large-scale annotated dataset tailored for detecting manipulated images,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c505793-6bbc-414a-a014-ee5ddcb46bb2 · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Multiple image splicing dataset (MISD): a dataset for multiple splicing,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f566cb70-2650-46e3-86d6-d350de87e4be · outbound
Active Adversarial Noise Suppression for Image Forgery Localization Adam: A Method for Stochastic Optimization
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c680580-b1eb-411f-a497-98127d1a68b5 · inbound
ForensicsSAM: Toward Robust and Unified Image Forgery Detection and Localization Resisting to Adversarial Attack Active Adversarial Noise Suppression for Image Forgery Localization
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.