Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Real-Time Deepfake Detection in the Real-World
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2406.09398.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:30:07.290493Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
2
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation d39c34ca-4fec-4510-a680-8198d68710dd · inbound
Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics cites this paper.
Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics Real-Time Deepfake Detection in the Real-World
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:31:57.168507Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e235856a-4560-4bb2-ae6c-873cc7b9415d · inbound
A Bias-Free Training Paradigm for More General AI-generated Image Detection cites this paper.
A Bias-Free Training Paradigm for More General AI-generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:23:39.133450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 659b1eb0-2112-42ac-a2cb-e7fdfcb7bf57 · inbound
Sliced Transport Plans cites this paper.
Sliced Transport Plans Real-Time Deepfake Detection in the Real-World
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:46:30.033562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bb57f9c-c571-4500-bd89-09ef2337555b · inbound
A Spatial-Frequency Aware Multi-Scale Fusion Network for Real-Time Deepfake Detection cites this paper.
A Spatial-Frequency Aware Multi-Scale Fusion Network for Real-Time Deepfake Detection Real-Time Deepfake Detection in the Real-World
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:08:51.270581Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2581a90-727a-4fd0-acae-6cfdc8ff1f93 · inbound
Deepfakes: we need to re-think the concept of "real" images cites this paper.
Deepfakes: we need to re-think the concept of "real" images Real-Time Deepfake Detection in the Real-World
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T14:32:40.053195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1df5ef46-dc1e-4e90-9172-1fea5be21328 · inbound
How Noise Benefits AI-generated Image Detection cites this paper.
How Noise Benefits AI-generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:55:15.149798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c030b319-e888-48f9-a85d-99b2dbfc3d60 · inbound
Simplicity Prevails: The Emergence of Generalizable AIGI Detection in Visual Foundation Models cites this paper.
Simplicity Prevails: The Emergence of Generalizable AIGI Detection in Visual Foundation Models Real-Time Deepfake Detection in the Real-World
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:40:46.231523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f4bc44d8-dc07-488f-aa4e-ee4433f3d817 · inbound
VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection cites this paper.
VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection Real-Time Deepfake Detection in the Real-World
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T20:48:11.937716Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 086c3b79-ae2a-497f-9f7e-9b9db856e1c2 · inbound
HEDGE: Heterogeneous Ensemble for Detection of AI-GEnerated Images in the Wild cites this paper.
HEDGE: Heterogeneous Ensemble for Detection of AI-GEnerated Images in the Wild Real-Time Deepfake Detection in the Real-World
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T18:58:09.053033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9dbf94e3-5cbf-4058-b5ca-d520008177b2 · inbound
Frequency-Aware Semantic Fusion with Gated Injection for AI-generated Image Detection cites this paper.
Frequency-Aware Semantic Fusion with Gated Injection for AI-generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:41:29.537475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 121ca95a-339a-4f18-ad37-ca3c7d14e9be · inbound
Automated In-the-Wild Data Collection for Continual AI Generated Image Detection cites this paper.
Automated In-the-Wild Data Collection for Continual AI Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:05:35.254235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fcc5ff1a-a423-480b-a9e7-c5922b52084a · inbound
LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection cites this paper.
LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection Real-Time Deepfake Detection in the Real-World
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:20:41.542958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6d51b1bf-9e9f-4808-9587-4bc8767a0cf2 · inbound
LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection cites this paper.
LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection Real-Time Deepfake Detection in the Real-World
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T14:52:07.225569Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bca68f38-13d2-452c-9bd8-72e55016ad95 · inbound
SPECTRA-Net: Scalable Pipeline for Explainable Cross-domain Tensor Representations for AI-generated Images Detection cites this paper.
SPECTRA-Net: Scalable Pipeline for Explainable Cross-domain Tensor Representations for AI-generated Images Detection Real-Time Deepfake Detection in the Real-World
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T00:51:13.869711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b0bfe1f0-db48-4e44-853a-163e1a3f021c · inbound
Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts cites this paper.
Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts Real-Time Deepfake Detection in the Real-World
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:11:24.946083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7b770a69-4faf-4928-ab88-858205b7eabc · inbound
Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection cites this paper.
Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T02:39:41.251697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2f1f46c6-a569-456c-9995-ed28145b4b6f · inbound
Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks cites this paper.
Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks Real-Time Deepfake Detection in the Real-World
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T13:13:18.685613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2b64f6f8-abd6-4348-961e-753c5b33be35 · inbound
PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection cites this paper.
PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:43:58.637924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8072a88e-af78-468c-83e9-9f4c0c4898a5 · inbound
Video as Natural Augmentation: Towards Unified AI-Generated Image and Video Detection cites this paper.
Video as Natural Augmentation: Towards Unified AI-Generated Image and Video Detection Real-Time Deepfake Detection in the Real-World
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.732833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c9742e9f-a33a-4127-9977-fb86f0cb0b38 · inbound
Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection cites this paper.
Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T12:04:39.122448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation af557acb-5979-4b0c-8a95-4af2fb2e2288 · inbound
HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection cites this paper.
HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection Real-Time Deepfake Detection in the Real-World
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T18:53:51.128985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 30987a11-34cf-4215-bda3-0bf628d7dc62 · inbound
TextFake: Benchmarking AI-Generated Image Detection on Text-Rich Images cites this paper.
TextFake: Benchmarking AI-Generated Image Detection on Text-Rich Images Real-Time Deepfake Detection in the Real-World
Reference 25
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-28T17:22:25.288599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3e0fa744-2ce8-4752-a431-1c0912104515 · inbound
SSAFE: Simple and Strong AI-Generated Image Detection via Frozen Vision Encoders cites this paper.
SSAFE: Simple and Strong AI-Generated Image Detection via Frozen Vision Encoders Real-Time Deepfake Detection in the Real-World
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T22:37:26.098965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6b0d28c4-924a-40d2-87fa-ffc35e4a8f04 · inbound
Dissect and Prune: Enhancing Robustness in AI-Generated Image Detection cites this paper.
Dissect and Prune: Enhancing Robustness in AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T03:57:38.920337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a39256ab-5d4e-4dca-8a27-9069eb8cbef7 · inbound
Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection cites this paper.
Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection Real-Time Deepfake Detection in the Real-World
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T13:56:59.237424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ea171171-6fcc-4e38-8fb6-b3ce8282cf88 · inbound
Generalized Synthetic Image Detection with Enhanced RGB-Noise Representation Learning cites this paper.
Generalized Synthetic Image Detection with Enhanced RGB-Noise Representation Learning Real-Time Deepfake Detection in the Real-World
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T08:44:45.945791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 42615dd6-65f7-4fa6-bd6a-54633a078501 · inbound
Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System cites this paper.
Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Real-Time Deepfake Detection in the Real-World
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:51:36.842474Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdd57408-3a9d-4b95-872b-d03daa7f8a72 · inbound
GlobalForge: Towards Robust AI-Generated Image Detection cites this paper.
GlobalForge: Towards Robust AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T01:26:29.037678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc3a417-84f1-457f-92f0-6f8e17f23084 · inbound
Veritas++: Value-aware On-Policy Distillation for Perception-Enhanced AIGI Detection cites this paper.
Veritas++: Value-aware On-Policy Distillation for Perception-Enhanced AIGI Detection Real-Time Deepfake Detection in the Real-World
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-07-30T11:00:39.691290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95b86bf5-dc7c-4341-8a7b-e38bca02706b · inbound
Unleashing the Potential of Vision-Language Models for Generalizable AI-Generated Image Detection cites this paper.
Unleashing the Potential of Vision-Language Models for Generalizable AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T04:32:02.048150Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b3196ea-6937-47cf-adbf-da83482e0ba6 · inbound
LHSDet: High-Resolution AI-Generated Image Detection via Visual Question Answering cites this paper.
LHSDet: High-Resolution AI-Generated Image Detection via Visual Question Answering Real-Time Deepfake Detection in the Real-World
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:50:58.111107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9ec70dc-bccb-4c9f-b598-1cb019716074 · inbound
PatchHead: Learning Spatial Patch Evidence for Generalizable AI-Generated Image Detection cites this paper.
PatchHead: Learning Spatial Patch Evidence for Generalizable AI-Generated Image Detection Real-Time Deepfake Detection in the Real-World
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:30:07.290493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.