Paper Citation Record · LEDGER

C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2408.09647.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2408.09647 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:40:54.537832Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T12:04:50.428189Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0f368e1f-1c51-4ebe-956f-9d537c96f5f4 · inbound

Unsupervised Region-Based Image Editing of Denoising Diffusion Models cites this paper.

Unsupervised Region-Based Image Editing of Denoising Diffusion Models C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:54.537832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06bc4048-4029-4c2c-9cac-647eca99752f · 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 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:39.852148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86f39eab-595e-48d0-b162-8e4ba5faf50f · inbound

Few-Shot Learner Generalizes Across AI-Generated Image Detection cites this paper.

Few-Shot Learner Generalizes Across AI-Generated Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T20:22:20.207420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b854a8b-d4a5-473c-8317-99740c6d778c · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 170

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:23.146930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccc28385-8b48-4395-9b43-fd84c2e9ea0a · inbound

HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection cites this paper.

HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T13:16:21.495886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f55b565e-b4a7-4eb1-90c3-2eea3efc9d1a · 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 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 120

Resolution: unresolved; no resolver link, observed 2026-08-06T14:34:10.937113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0825fd10-536f-4c21-8f16-dc40b2e0fcc1 · inbound

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models cites this paper.

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T05:38:53.437381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9c2fc92-28c8-40a0-bd0c-c92846d558ff · inbound

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification cites this paper.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:12.526094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64f3cecf-7b9d-471d-be4d-723c90639f05 · inbound

Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios cites this paper.

Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T19:37:02.207574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a71498c-6d33-4b40-95f0-ef09368654ef · inbound

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning cites this paper.

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:03:01.254886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6595982b-4e43-4e64-b877-d99569967928 · inbound

Findings of the Counter Turing Test: AI-Generated Image Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:43:58.716362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0cb08042-1952-4b8d-a240-ff7d493c0514 · inbound

Findings of the Counter Turing Test: AI-Generated Image Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:04:47.248743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16791202-53c6-46e9-81f4-ad6240540cd0 · inbound

Findings of the Counter Turing Test: AI-Generated Image Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:34:57.773610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 88365560-fff9-460b-bb0a-83d498d1bd70 · inbound

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection cites this paper.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-08T12:04:50.429848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ba6431a0-0600-46aa-ab0d-b32d6607c248 · inbound

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection cites this paper.

VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T08:21:33.322777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade9e249-f1d9-4326-b3ab-ce531b331a93 · 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 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.094751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.