---
title: "deepfake-detection-challenge: papers citing this dataset"
description: "3 papers in the tracked journals link to the Kaggle dataset deepfake-detection-challenge in their Crossref records, the first in 2023; most of them (1) in 2026."
url: https://scholar4ai.com/code/kaggle-competition-deepfake-detection-challenge
markdown_url: https://scholar4ai.com/code/kaggle-competition-deepfake-detection-challenge.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "3 papers in the tracked journals link to the Kaggle dataset deepfake-detection-challenge in their Crossref records, the first in 2023; most of them (1) in 2026. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# deepfake-detection-challenge: papers linking to it

Research papers in the 480 tracked journals that link to deepfake-detection-challenge (https://www.kaggle.com/competitions/deepfake-detection-challenge), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- Kaggle
- https://www.kaggle.com/competitions/deepfake-detection-challenge

All repositories: https://scholar4ai.com/code.md

## Key findings

- 3 papers in the tracked journals link to the Kaggle dataset deepfake-detection-challenge in their Crossref records, the first in 2023; most of them (1) in 2026.
- By category: AI (3); the journals with the most are Applied Intelligence (2) and Cognitive Computation (1).

## By year

*Papers linking to deepfake-detection-challenge by publication year*

| Year | Papers |
|---|---:|
| 2023 | 1 |
| 2025 | 1 |
| 2026 | 1 |

## Journals

*Journals whose papers link to deepfake-detection-challenge most*

| Journal | Papers |
|---|---:|
| [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 2 |
| [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 1 |

## Papers

*Papers linking to deepfake-detection-challenge, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2023-02-16 | [TAN-GFD: generalizing face forgery detection based on texture information and adaptive noise mining](https://doi.org/10.1007/s10489-023-04462-2) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Yi Xiao Zhao, Xin Jin, Song Gao et al. | 29 | cites it |
| 2025-06-01 | [A Novel Multi-modality Deepfake Detection Using Cross-Model Fusion–Based Hybrid Harris Whale Depth-Wise Separable Dense Convolutional Bi-GRU Deepfake Model](https://doi.org/10.1007/s12559-025-10465-7) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Talari Venkata Krishna Moorthy, Y. Narasimha Reddy, C. Venkataiah et al. | 5 | cites it |
| 2026-09-01 | [Light-wDEF: lightweight deepfake evaluation framework for efficient and reliable visual detection](https://doi.org/10.1007/s10489-026-07460-2) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Muhammad Yousaf, Sarwar Shah Khan, Babar Shah et al. | 0 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). deepfake-detection-challenge: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/kaggle-competition-deepfake-detection-challenge

```bibtex
@misc{scholar4ai-code-kaggle-competition-deepfake-detection-challenge,
  author = {{Scholar4AI}},
  title = {deepfake-detection-challenge: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/kaggle-competition-deepfake-detection-challenge}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).