Pith. sign in

Paper Citation Record · LEDGER

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba

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.

pith.paper-citation-record.v1
2502.09941 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:04:01.663031Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:34:11.314779Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T14:34:12.047389Z

Reference resolution

28 of 28 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80efcaca-a671-4992-abd4-488f308b6ed5 · outbound

This paper cites Lightweight and high-precision net- work for image copy-move forgery detection,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.922829Z

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.

source=pdf_text observed=2026-08-07T20:04:01.573685Z digest=sha256:87332d6bf277db36db66090cfa6ea6f7508eb0aa2595e4b4b12d8265a4cb9f82

Observation 286928e9-37e7-4b50-b889-6acd23ac0778 · outbound

This paper cites Effective image tampering localization via enhanced transformer and co-attention fusion,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Effective image tampering localization via enhanced transformer and co-attention fusion,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.913945Z

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.

source=pdf_text observed=2026-08-07T20:04:01.577763Z digest=sha256:0ed396ccd8df766bfe4e740d786b029b302b39f156f76bfd28dc3024d9e6a07c

Observation a6a07eb3-c33e-490c-a44c-9445e6920c07 · outbound

This paper cites Effective image tampering localization with multi-scale convnext feature fusion,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Effective image tampering localization with multi-scale convnext feature fusion,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.904974Z

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.

source=pdf_text observed=2026-08-07T20:04:01.581141Z digest=sha256:f35bdbfe3d7d2dee4b8582a9c244defe5721c7878575ae1c7d40dacff0456112

Observation 25b89792-1a73-42aa-b4f5-e0e39ddd8d8c · outbound

This paper cites MVSS-Net: Multi- view multi-scale supervised networks for image manipulation detec- tion,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.896107Z

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.

source=pdf_text observed=2026-08-07T20:04:01.584508Z digest=sha256:cca74e87bb0e0951346abd20cea6bea2647b066fa6d56e3335ff440c85e4bb39

Observation db53bf81-0ddb-4882-9b13-d689de8901ac · outbound

This paper cites Learning jpeg compression artifacts for image manipulation detection and localization,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Learning jpeg compression artifacts for image manipulation detection and localization,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.887265Z

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.

source=pdf_text observed=2026-08-07T20:04:01.588150Z digest=sha256:a93addbc1aec34b794c334362ae823fb782c04c8c9a9827e1abb08da67932935

Observation 74885e1d-a315-46ff-9ce6-817de42a34d1 · outbound

This paper cites PSCC-Net: Progressive spatio- channel correlation network for image manipulation detection and localization,.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T20:04:01.591745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:04:01.591745Z digest=sha256:18e6f1568b3d4269955e47014eb004ed6ab4b60f1e53ee6c0ad788681ca8fea4

Observation 18558977-1231-4ca6-8670-a877232409f4 · outbound

This paper cites Hierarchical fine-grained image forgery detection and localization,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Hierarchical fine-grained image forgery detection and localization,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.872489Z

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.

source=pdf_text observed=2026-08-07T20:04:01.595374Z digest=sha256:e7a2d8bc6b9707a3c2514fbc97e5db6ab03d69dff5881b70c36e5ecb2b52f2bd

Observation 015375db-9d8c-4275-a679-61931e9d7de2 · outbound

This paper cites TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.862170Z

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.

source=pdf_text observed=2026-08-07T20:04:01.598533Z digest=sha256:b7f9cbd2711d6f2b3f0463e143abc115ab75aab5cbf28b3d23253424609e3727

Observation f71f6f76-8070-402a-abe0-e0eef2aa9ae7 · outbound

This paper cites IML-ViT: Image manipulation localization by vision transformer,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba IML-ViT: Image manipulation localization by vision transformer,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.852174Z

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.

source=pdf_text observed=2026-08-07T20:04:01.601689Z digest=sha256:d69761dbc3c8addca62dc8a702aef88e248b5476671ecbdb32ae708b976a823a

Observation 91392e83-7e80-48ee-b74c-57878754e354 · outbound

This paper cites A new approach to linear filtering and prediction problems,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba A new approach to linear filtering and prediction problems,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.842014Z

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.

source=pdf_text observed=2026-08-07T20:04:01.604751Z digest=sha256:7e6a8c7bf8b40e475d24467cb1ffc2fcd6bff511368ea1b4879ad0cffca36a12

Observation 2de40004-3230-4f43-b9ad-03dfe8df8aa5 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T20:04:01.608060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:04:01.608060Z digest=sha256:600c09ad8645b9b8ea49ee20a4e4abca20ba223dd1c5ea67ef644fb91270a19f

Observation f664a77f-7ef8-401a-8289-b683f6622b3d · outbound

This paper cites VMamba: Visual State Space Model.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba VMamba: Visual State Space Model

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T20:04:01.611739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:04:01.611739Z digest=sha256:95736b860546c68a300cef2d39aa7f1b5ecf2a06d447bd822ba9ec158839d905

Observation 176c4585-7ca3-498a-adfd-c469e6362f80 · outbound

This paper cites ManTra-Net: Manipulation tracing network for detection and localization of image forgeries with anomalous features,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.831965Z

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.

source=pdf_text observed=2026-08-07T20:04:01.615308Z digest=sha256:d463fa1e0a5ebc1f6ba69f719bc6f25f9c436122cf9c0ca27c2a45f877797af9

Observation bb9aaf01-1365-4dc8-820e-38d5ad92ca39 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Efficiently Modeling Long Sequences with Structured State Spaces

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T20:04:01.618394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:04:01.618394Z digest=sha256:5785b46b3b5858121e6d95890bc664809b4a95b4b49d8737c52528ccba4f600b

Observation 0b9247df-357b-40b9-9e52-5a477d8b84ea · outbound

This paper cites Rich models for steganalysis of digital images,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Rich models for steganalysis of digital images,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T20:04:01.622005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:04:01.622005Z digest=sha256:c14a58c88cb8abe87de351b99fdee21bff0b39212b36fa2dc790a627b4bf3c42

Observation 0cc41db9-9e14-4653-90c7-7bd3eb06a6cd · outbound

This paper cites Can we get rid of handcrafted feature extractors? SparseViT: Nonsemantics- centered, parameter-efficient image manipulation localization through spare-coding transformer,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.818173Z

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.

source=pdf_text observed=2026-08-07T20:04:01.625133Z digest=sha256:a4a272ec1b8ce139b623ce1f82f185377eebc5694e1cc24c637e80995d48e29f

Observation 2ceafd18-a651-4684-bc4c-98fcc4312dc8 · outbound

This paper cites Casia image tampering detection evaluation database,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Casia image tampering detection evaluation database,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.809324Z

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.

source=pdf_text observed=2026-08-07T20:04:01.628367Z digest=sha256:e8c6b8148652ec8e2cf7ea422da010f202993cf7ad8e6f8fa7a3ddeab187ee68

Observation c9210ba0-3597-4da1-9abd-56f4f727e9b7 · outbound

This paper cites Columbia uncompressed image splicing detection evaluation dataset,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Columbia uncompressed image splicing detection evaluation dataset,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.800861Z

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.

source=pdf_text observed=2026-08-07T20:04:01.631486Z digest=sha256:cf243d1e7ab8908bba2178e8fd3838057e0481908c1c0f8fec19ae4f2c691253

Observation 677c509a-a6c9-4acb-9e2f-8171f220102d · outbound

This paper cites MFC Datasets: Large- scale benchmark datasets for media forensic challenge evaluation,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba MFC Datasets: Large- scale benchmark datasets for media forensic challenge evaluation,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.792309Z

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.

source=pdf_text observed=2026-08-07T20:04:01.634792Z digest=sha256:d95a2889eb8699dc58ea6940d04bdfa3c22cf55bd929b85ba086b18a74c784f3

Observation d32af72f-39c9-43c8-9285-7dd1efb2f82d · outbound

This paper cites Exposing digital image forgeries by illumination color classification,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Exposing digital image forgeries by illumination color classification,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.783983Z

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.

source=pdf_text observed=2026-08-07T20:04:01.637928Z digest=sha256:0afdb44f39201189cc1dc359e95e7eab27fcb51ae2452e0a80e4b541a563f75a

Observation 4a54aa91-3474-4441-a781-9771ef423be8 · outbound

This paper cites COVERAGE—A novel database for copy-move forgery detection,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba COVERAGE—A novel database for copy-move forgery detection,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.775530Z

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.

source=pdf_text observed=2026-08-07T20:04:01.641152Z digest=sha256:9276401d9eb89c1ccb869cb02b8f3d608209026757df73d2eeef6565dd097784

Observation 82787e49-2ff7-46fa-8599-61685520eea3 · outbound

This paper cites Evaluation of random field models in multi- modal unsupervised tampering localization,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Evaluation of random field models in multi- modal unsupervised tampering localization,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.766687Z

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.

source=pdf_text observed=2026-08-07T20:04:01.644257Z digest=sha256:7fad72ad68fe16288c29b480de6aec44442e339fb11d0bfdedb59cb23538f15b

Observation 212240ea-474a-4718-892d-8802c20d6cc8 · outbound

This paper cites Fighting Fake News: Image splice detection via learned self-consistency,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Fighting Fake News: Image splice detection via learned self-consistency,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.757320Z

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.

source=pdf_text observed=2026-08-07T20:04:01.647482Z digest=sha256:313042b0f17b2699a9145d0f78950b181ae391cfe83949c070f90e002bb3265c

Observation 6e34154e-ac11-4769-891d-83b66e810e93 · outbound

This paper cites Multiple image splicing dataset (MISD): a dataset for multiple splicing,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Multiple image splicing dataset (MISD): a dataset for multiple splicing,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.748320Z

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.

source=pdf_text observed=2026-08-07T20:04:01.650713Z digest=sha256:42b863efd6fa3f4caba05d21d9a3984569a09399c18e23ae75bc927f895ce3b4

Observation b0525fe5-9ae1-42df-bcb8-74d46d869818 · outbound

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

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba FaceForensics++: Learning to detect manipulated facial images,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.738998Z

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.

source=pdf_text observed=2026-08-07T20:04:01.653892Z digest=sha256:ae317d1e6948387923b7c8d4533ed4e9b4ca2579a669d5c3056e2f0fb18c4a3b

Observation 9b4a2acf-93fb-4585-b293-86b61588df62 · outbound

This paper cites Exploring multi-view pixel contrast for general and robust image forgery localization,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.729405Z

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.

source=pdf_text observed=2026-08-07T20:04:01.657149Z digest=sha256:b4a64cd5c86b53e5348c5220f245ac13b379507345ace8cf176ce758fd422445

Observation a837938b-fcff-4459-91c4-d20e224251e9 · outbound

This paper cites Focal loss for dense object detection,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Focal loss for dense object detection,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:04:01.719033Z

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.

source=pdf_text observed=2026-08-07T20:04:01.660146Z digest=sha256:5776957c17107589a92f786333df24c1b5ca4fb1e6d70615f6bd82361a3eeac6

Observation b26f6cc1-864f-4255-8c8e-fd33414b2661 · outbound

This paper cites Robust image forgery detection against transmission over online social networks,.

A Lightweight and Effective Image Tampering Localization Network with Vision Mamba Robust image forgery detection against transmission over online social networks,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T20:04:01.663031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:04:01.663031Z digest=sha256:482e26d29b0bb31f31eedd9a388d6871f24412213798f4a2b26d32d953c50233

Pith citing papers

Observation f498c30e-2828-43a6-8462-9fb5a309b9d8 · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

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

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:34:12.051733Z

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.

source=pdf_text observed=2026-08-06T14:34:11.314779Z digest=sha256:a7a214a32fb7b8676a672f586d47df990b3bd2faa9b155419a3f394674af150c