Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T10:24:26.108811Z
Paper Citation Record · LEDGER
Revisiting Simple Baselines for In-The-Wild Deepfake Detection
As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2509.04150.
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 2026-08-08T06:32:00.761636+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
27 of 27 outbound references displayed
- verified exact1
- verified fuzzy16
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2185d0e4-ac52-4297-ba51-1165cb886ff3 · outbound
This paper cites Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.440020Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7e7b5195-36cf-4d09-abd0-1ba253cc276e · outbound
This paper cites MesoNet: a Compact Facial Video Forgery Detection Network.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection MesoNet: a Compact Facial Video Forgery Detection Network
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.015075Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a620eeb6-1ac4-4eec-b7bf-632e2f1b8249 · outbound
This paper cites Socialdf: Benchmark dataset and detection model for mitigating harmful deepfake content on social media platforms, 2025.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Socialdf: Benchmark dataset and detection model for mitigating harmful deepfake content on social media platforms, 2025
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.426565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04252ad0-74e9-4e18-b275-5cbf9f9c3f28 · outbound
This paper cites Real-time deepfake detection in the real-world, 2024.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Real-time deepfake detection in the real-world, 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.415615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fea05298-0abd-448d-bd08-ce7c20fc8ee5 · outbound
This paper cites Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.030794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2bf9c85-6e0a-4baf-a489-93312ccd2ce6 · outbound
This paper cites Reproducible scal- ing laws for contrastive language-image learning.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Reproducible scal- ing laws for contrastive language-image learning
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.404169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f8bdd919-0b11-4c74-9995-49a5883e0aed · outbound
This paper cites Le, Jiwon Kim, Simon Woo, Shahroz Tariq, Alsharif Abuadbba, and Kristen Moore.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Le, Jiwon Kim, Simon Woo, Shahroz Tariq, Alsharif Abuadbba, and Kristen Moore
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.392433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d3c5b149-0be4-412d-bd82-0e461fef7e82 · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.042980Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 877d8759-567b-4580-aefb-680a3ae0ab89 · outbound
This paper cites Unmasking deepfakes with simple features,.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Unmasking deepfakes with simple features,
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.046444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a60770f-4b9e-4ba5-bc3a-b1857ed0e668 · outbound
This paper cites OpenCLIP Model Profiles.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection OpenCLIP Model Profiles
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.372735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ea94d22-bf79-4ed5-96a7-62675a891a4f · outbound
This paper cites Deep Residual Learning for Image Recognition.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Deep Residual Learning for Image Recognition
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.053393Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e53720e9-f882-4309-8c4f-e78f5d702733 · outbound
This paper cites Deepfake detection using deep learning meth- ods: A systematic and comprehensive review.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Deepfake detection using deep learning meth- ods: A systematic and comprehensive review
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.360863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a24c4beb-9b52-4741-bf6a-909b7734ef41 · outbound
This paper cites Asvspoof 2021: Towards spoofed and deepfake speech detection in the wild.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Asvspoof 2021: Towards spoofed and deepfake speech detection in the wild
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.349080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 60c2dacc-899b-48ec-b402-0f8dd76514a6 · outbound
This paper cites A ConvNet for the 2020s.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection A ConvNet for the 2020s
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.064327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c0e656d-1ff0-4a6f-9466-1451e6a6f1d3 · outbound
This paper cites The creation and detection of deepfakes: A survey.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection The creation and detection of deepfakes: A survey
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.337072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a1960236-222a-4899-b6e7-454ce7940cb6 · outbound
This paper cites A survey on the detection and impacts of deepfakes in visual, audio, and tex- tual formats.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection A survey on the detection and impacts of deepfakes in visual, audio, and tex- tual formats
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.325124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation beead610-be82-4015-b110-8b21fdb72aab · outbound
This paper cites Towards Uni- versal Fake Image Detectors that Generalize Across Gen- erative Models.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Towards Uni- versal Fake Image Detectors that Generalize Across Gen- erative Models
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.313755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3a582b93-f3c0-4f90-a832-f155f87b1044 · outbound
This paper cites Evaluating deep- fake detectors in the wild, 2025.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Evaluating deep- fake detectors in the wild, 2025
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.300770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 43b35315-6d86-48d7-948a-10b3d09ab91c · outbound
This paper cites Deepfake videos in the wild: Analysis and detection.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Deepfake videos in the wild: Analysis and detection
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.288728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 26d388a4-ae44-44e3-8199-423158c5d9cb · outbound
This paper cites Do Vision Trans- formers See Like Convolutional Neural Networks?, Mar.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Do Vision Trans- formers See Like Convolutional Neural Networks?, Mar
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.276219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6330c779-d556-4bf0-8590-cd74c57ba9b2 · outbound
This paper cites an unresolved cited work.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:24:26.265393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 025c0f16-18bb-4426-835d-aef40a7bc2bb · outbound
This paper cites Con- tinuous fake media detection: Adapting deepfake detectors to new generative techniques.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Con- tinuous fake media detection: Adapting deepfake detectors to new generative techniques
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.254572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cee69a35-f8c2-45c7-a9f2-edb430587cb6 · outbound
This paper cites Deepfake Video Detection Using Convolutional Vision Transformer.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Deepfake Video Detection Using Convolutional Vision Transformer
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.097831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41e8148b-75cb-41a2-b723-0449d3397230 · outbound
This paper cites an unresolved cited work.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T10:24:26.242808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 61500eff-06e0-4a33-b530-14627e23260f · outbound
This paper cites Face Forensics in the Wild.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Face Forensics in the Wild
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T10:24:26.145509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5ca38876-947b-4c69-97d9-e447182255dd · outbound
This paper cites Wilddeepfake: A challenging real-world dataset for deepfake detection.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Wilddeepfake: A challenging real-world dataset for deepfake detection
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T10:24:26.231393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 92806ed5-88f7-47fe-9e93-4c476e05ff34 · outbound
This paper cites Do Vision Transformers See Like Convolutional Neural Networks?.
Revisiting Simple Baselines for In-The-Wild Deepfake Detection Do Vision Transformers See Like Convolutional Neural Networks?
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T10:24:26.087105Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.