Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:03:46.412636Z
Paper Citation Record · LEDGER
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users
As of 7 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 0 inbound Pith citation observations for arXiv:2508.07596.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
98 of 98 outbound references displayed
- verified exact5
- verified fuzzy2
- unresolved81
- parse uncertain0
- malformed identifier1
- metadata mismatch9
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c7b772d4-acca-4663-83d9-7ba66bdefd43 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:41.950666Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 702847ed-b6fb-44c5-b2f1-9920eb0a67f9 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:42.061855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 247b6796-7a23-417b-8578-944b6633fd32 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:42.205986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd4e341b-f5b1-478a-ab72-200aab7a79da · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:42.362719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c07bdf4-6236-4c82-a65d-3a4d4b630acc · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 5
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:48.456388Z
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 4e37a8e6-7230-463c-b2dc-dd84b44b06db · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:42.771549Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dd0587a-ce3f-4e28-83a2-5271e92d72ff · outbound
This paper cites PaliGemma: A versatile 3B VLM for transfer.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users PaliGemma: A versatile 3B VLM for transfer
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:42.967316Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39b79bfd-0685-48f6-bf06-6a04f656ff2d · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:43.135554Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80e4d0eb-7ee0-4b5f-8681-8c0291b9078d · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 9
- Resolution
- verified exact
- doi, observed 2026-08-05T22:03:46.465934Z
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 5cc75ac1-c477-491f-887b-ef256cfc7fec · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:43.413509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a116902-f93b-4680-89b4-a8dc119d8938 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 11
- Resolution
- verified exact
- doi, observed 2026-08-05T22:03:46.450705Z
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 e10f960a-6b1c-4c4c-b115-8f23ed4838c6 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:43.628216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 218cb367-60ef-4088-8fbb-f0b39a63ff95 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:43.741497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b14feec-e70a-40c6-9de7-ae52d36d825a · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:43.835814Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c96ad3f-fc78-4bec-80fd-fad269d5d481 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:43.950782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0a0f18b-961a-4fac-b103-9fed8a97ebf1 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.042812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24acf567-d7f7-4735-ab0c-94ac25430173 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.094752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 685664be-8aa9-41d6-8f2c-60fab4664130 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.169498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fc0a750-c87b-482d-9fa9-7cd877ed7acc · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.352299Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54526384-954c-4f11-93d0-a7624d812a8d · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.461254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7bc2503-edbd-480c-99e9-2e6d0ac15e7f · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:49.119453Z
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 94691a3c-fb97-4b92-8997-7cd33dffe131 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:49.105520Z
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 5f76de0d-8874-4921-8fdc-795c2a557290 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.894728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1d2d041-27e4-4762-9069-2577588700a8 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:49.081620Z
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 c82d1ca7-45ed-4163-b55b-ffd0ab140b54 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:49.067377Z
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 f44e78b0-5010-4b5a-9af9-bbfad31a98ea · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:45.366632Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7efafdd-d932-4084-b2e5-3e600d63aaf9 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:49.043543Z
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 5abb4c34-7729-491d-93d1-2681ffdd18d7 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:49.029294Z
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 d393b1c5-077f-4e01-9d2b-0030a0369b90 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 29
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:48.164215Z
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 90658836-c0af-473c-80d4-c245d35829d3 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:49.013218Z
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 99c543dd-75ef-4792-9bd9-097edc2d710f · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.998571Z
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 e1773850-1cd0-4273-8264-9964979cfd29 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.984158Z
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 658653db-fb7c-4875-9d2f-754747f9cbce · outbound
This paper cites SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework
Reference 34
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T22:03:47.624741Z
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 5d7f323e-4448-480e-9bf8-898eaa0a0b5f · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.970082Z
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 e51ace97-6224-4048-add9-44832c87fabd · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.955779Z
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 331704e2-a560-4165-8c65-b8bcf2007202 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.169357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a45e6b56-a705-47ef-99fd-e9005741150d · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.932640Z
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 c19818ac-00db-4aa2-88e1-360572378b45 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.919253Z
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 a59c2fd3-57c0-471e-8e1c-3b8d131621fc · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.905457Z
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 c6b63282-5e2b-40a7-9c2a-94264bbf1921 · outbound
This paper cites Exposing DeepFake Videos By Detecting Face Warping Artifacts.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Exposing DeepFake Videos By Detecting Face Warping Artifacts
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.185834Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce2a2d55-a4c4-45e2-96d1-172d87e2ac7b · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.891492Z
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 82568f15-6b9f-47ee-8672-158acbe6badb · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.194182Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53a7a7a6-78cc-4ef2-b1bf-ac05828348d1 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.868185Z
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 2dd4ae52-6a37-4b1f-bae4-c0b258e050a8 · outbound
This paper cites ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.202388Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 767fee9f-983b-4b25-bb50-88778d78f132 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.206880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 864658de-6d2a-4f36-951e-c0d1144d13ca · outbound
This paper cites A Unified Approach to Interpreting Model Predictions.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users A Unified Approach to Interpreting Model Predictions
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.210682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1e7f3c7-5f04-48a8-94c9-0c5ffd41188b · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.215057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09fcb09d-bc0a-4d71-9099-e355a0d47fc6 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 49
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-05T22:03:47.480376Z
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 ce38a624-0e16-4e35-bc7f-4423e1a332a6 · outbound
This paper cites Abdullahi, and Ahmad Neyaz Khan.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Abdullahi, and Ahmad Neyaz Khan
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.223052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc4760d4-5b5b-4fd5-8d2d-6558bc037363 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.835877Z
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 9b2bbb26-3446-47f6-aeb6-47b59792be16 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.821463Z
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 af4120eb-e826-4dca-8f2c-e06932be4f89 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 53
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:47.309893Z
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 c403325b-15d8-4b2b-a54d-efadc9aecbb3 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.805877Z
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 d8767043-b6e3-4457-a6ef-bb95eb550d5f · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.792106Z
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 ac3aac15-b4db-4834-9be8-4750fc25e60e · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 56
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:47.212427Z
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 5821956b-fdb7-462c-963d-e61814b87e08 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.778389Z
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 c3639d60-6ac0-4850-bdb0-efdb622a0bf8 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.764459Z
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 4bcb45cb-04c7-4227-b129-64704277251c · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.750184Z
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 6ee5bf0b-252b-4202-b263-074e27f418de · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.273605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1e9426c-1ee2-4089-9c38-70b84382dc96 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.717254Z
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 769c13af-ae14-4916-a45a-cf440f6d27a7 · outbound
This paper cites Why Should I Trust You?.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Why Should I Trust You?
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.285971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a36eb551-2f6b-47c5-93ad-f7557af91a7f · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.704000Z
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 ad6aee0d-26b3-44f0-988f-c74c1736ca98 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.690854Z
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 81891e29-1ee0-48b3-8cbb-b3e9ac1f6f4d · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.677341Z
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 c360dc5b-a7ec-4757-b418-0961e4eb7bcd · outbound
This paper cites Eicher-Miller, Toby Jia-Jun Li, Meng Jiang, and Ronald A.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Eicher-Miller, Toby Jia-Jun Li, Meng Jiang, and Ronald A
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.301866Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6b9c420-8991-4e21-8648-36a018819177 · outbound
This paper cites Woo, and Shahroz Tariq.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Woo, and Shahroz Tariq
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:03:48.663562Z
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 f99af91a-b0d5-4af7-b3c2-f45aaa7ac861 · outbound
This paper cites Woo, and Shahroz Tariq.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Woo, and Shahroz Tariq
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T22:03:48.650839Z
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 9b38a83f-5a14-4180-9d3c-8803e00aaee6 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 69
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:48.056635Z
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 00696590-fe01-4f30-9dcc-fa7e5deb0753 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.637954Z
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 77cb6aa3-7fcd-44c8-9c83-e51a216bd75e · outbound
This paper cites Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack
Reference 71
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T22:03:46.941274Z
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 ad4927da-e6f8-4f37-b35c-daa2d9794d13 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.624743Z
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 116a9645-8c54-4396-97ed-376fb15d8126 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.612420Z
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 88f986f1-24d3-403a-8a97-fb6c27de4d1b · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.598825Z
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 67c3c9fd-8045-4953-a1eb-6d3b963c9c45 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.585330Z
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 ac95d8a9-80c7-4bf0-89ce-a91205d3cb71 · outbound
This paper cites A Convolutional LSTM based Residual Network for Deepfake Video Detection.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users A Convolutional LSTM based Residual Network for Deepfake Video Detection
Reference 76
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T22:03:46.919247Z
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 749ea955-b750-4e6a-8442-357fc33e1914 · outbound
This paper cites LLMs Are Not Yet Ready for Deepfake Image Detection.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users LLMs Are Not Yet Ready for Deepfake Image Detection
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.345751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aea859a3-8a08-46d2-a134-b6952f96dd1c · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.571101Z
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 140356f9-4757-4faa-81de-70b59391d0c9 · outbound
This paper cites Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity
Reference 79
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T22:03:46.880907Z
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 67bed8b1-c833-4d05-b1e9-dd749340d6bc · outbound
This paper cites Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.358411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91037de4-5a87-4e2f-a70b-e583478213c1 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users LLaMA: Open and Efficient Foundation Language Models
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.362398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76a95978-efc6-4b4a-9601-9f55ad26fefa · outbound
This paper cites GIT: A Generative Image-to-text Transformer for Vision and Language.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users GIT: A Generative Image-to-text Transformer for Vision and Language
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.366556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01da95a4-294c-436d-bd60-cee67bcf4e1b · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.556207Z
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 d3f88613-784b-4bb6-a865-d5325dc461fe · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.540927Z
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 5b887e06-2fe1-411d-92e0-3dbdde9bc073 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.526688Z
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 7de8707c-dd02-49ea-b47c-f3ded608d0e1 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.512731Z
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 0894467f-905f-4ffd-8f3b-f229427cf349 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 87
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.498523Z
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 5fc50140-64a3-40fc-95ab-5ed408fe80a4 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 88
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:46.705326Z
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 30f4a709-a172-41e6-a8d3-b1078a7953bc · outbound
This paper cites DF40: Toward Next-Generation Deepfake Detection.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users DF40: Toward Next-Generation Deepfake Detection
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.398747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b212886a-ee6a-48d0-b731-00fb894b2b6d · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T22:03:48.483282Z
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 0988ea3f-e954-411a-8814-6c356f05b855 · outbound
This paper cites an unresolved cited work.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Unresolved cited work
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.407973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84c2a985-539c-4fb4-b880-52b59307c0ee · outbound
This paper cites IEEE Access 11 (2023), 117865–117906.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users IEEE Access 11 (2023), 117865–117906
Reference 92
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:46.811135Z
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 e971ad47-72cd-4781-b7b8-3950a00d9d4d · outbound
This paper cites High-Confidence Computing 4, 2 (2024), 100211.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users High-Confidence Computing 4, 2 (2024), 100211
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.412636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6789a7c-a955-4cf0-907d-d32ad7722f8a · outbound
This paper cites 053–058 pages.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users 053–058 pages
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:45.271327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dce22bd5-ac1e-4b3e-8323-977b437a6581 · outbound
This paper cites In International conference on machine learning.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users In International conference on machine learning
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.277864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9091d0f-9755-4017-931b-84f7d36310ee · outbound
This paper cites IEEE Access 10 (2022), 18757–18775.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users IEEE Access 10 (2022), 18757–18775
Reference 2022
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T22:03:47.400674Z
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 d89bc4ec-5fec-471d-9d2b-337e6611de20 · outbound
This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.601088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 995baa32-d258-404a-9dc1-97a760328f1a · outbound
This paper cites XAI-Based Detection of Adversarial Attacks on Deepfake Detectors.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users XAI-Based Detection of Adversarial Attacks on Deepfake Detectors
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:46.265394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b41dc976-ae1f-4d5f-adab-ce65793227b4 · outbound
This paper cites In Companion Proceedings of the ACM on Web Conference 2025.
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users In Companion Proceedings of the ACM on Web Conference 2025
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:03:44.241840Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.