Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T20:04:01.663031Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2502.09941.
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 2026-08-07T20:04:01.663031Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:34:11.314779Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T14:34:12.047389Z
28 of 28 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 80efcaca-a671-4992-abd4-488f308b6ed5 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Lightweight and high-precision net- work for image copy-move forgery detection,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 286928e9-37e7-4b50-b889-6acd23ac0778 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Effective image tampering localization via enhanced transformer and co-attention fusion,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a6a07eb3-c33e-490c-a44c-9445e6920c07 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Effective image tampering localization with multi-scale convnext feature fusion,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 25b89792-1a73-42aa-b4f5-e0e39ddd8d8c · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba MVSS-Net: Multi- view multi-scale supervised networks for image manipulation detec- tion,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation db53bf81-0ddb-4882-9b13-d689de8901ac · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Learning jpeg compression artifacts for image manipulation detection and localization,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 74885e1d-a315-46ff-9ce6-817de42a34d1 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba PSCC-Net: Progressive spatio- channel correlation network for image manipulation detection and localization,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18558977-1231-4ca6-8670-a877232409f4 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Hierarchical fine-grained image forgery detection and localization,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 015375db-9d8c-4275-a679-61931e9d7de2 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f71f6f76-8070-402a-abe0-e0eef2aa9ae7 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba IML-ViT: Image manipulation localization by vision transformer,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 91392e83-7e80-48ee-b74c-57878754e354 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba A new approach to linear filtering and prediction problems,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2de40004-3230-4f43-b9ad-03dfe8df8aa5 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f664a77f-7ef8-401a-8289-b683f6622b3d · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba VMamba: Visual State Space Model
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 176c4585-7ca3-498a-adfd-c469e6362f80 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba ManTra-Net: Manipulation tracing network for detection and localization of image forgeries with anomalous features,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bb9aaf01-1365-4dc8-820e-38d5ad92ca39 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Efficiently Modeling Long Sequences with Structured State Spaces
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b9247df-357b-40b9-9e52-5a477d8b84ea · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Rich models for steganalysis of digital images,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cc41db9-9e14-4653-90c7-7bd3eb06a6cd · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Can we get rid of handcrafted feature extractors? SparseViT: Nonsemantics- centered, parameter-efficient image manipulation localization through spare-coding transformer,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2ceafd18-a651-4684-bc4c-98fcc4312dc8 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Casia image tampering detection evaluation database,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c9210ba0-3597-4da1-9abd-56f4f727e9b7 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Columbia uncompressed image splicing detection evaluation dataset,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 677c509a-a6c9-4acb-9e2f-8171f220102d · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba MFC Datasets: Large- scale benchmark datasets for media forensic challenge evaluation,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d32af72f-39c9-43c8-9285-7dd1efb2f82d · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Exposing digital image forgeries by illumination color classification,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4a54aa91-3474-4441-a781-9771ef423be8 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba COVERAGE—A novel database for copy-move forgery detection,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 82787e49-2ff7-46fa-8599-61685520eea3 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Evaluation of random field models in multi- modal unsupervised tampering localization,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 212240ea-474a-4718-892d-8802c20d6cc8 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Fighting Fake News: Image splice detection via learned self-consistency,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e34154e-ac11-4769-891d-83b66e810e93 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Multiple image splicing dataset (MISD): a dataset for multiple splicing,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b0525fe5-9ae1-42df-bcb8-74d46d869818 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba FaceForensics++: Learning to detect manipulated facial images,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9b4a2acf-93fb-4585-b293-86b61588df62 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Exploring multi-view pixel contrast for general and robust image forgery localization,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a837938b-fcff-4459-91c4-d20e224251e9 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Focal loss for dense object detection,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b26f6cc1-864f-4255-8c8e-fd33414b2661 · outbound
A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Robust image forgery detection against transmission over online social networks,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f498c30e-2828-43a6-8462-9fb5a309b9d8 · inbound
Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems A Lightweight and Effective Image Tampering Localization Network with Vision Mamba
Reference 215
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.