Deepfake Detection - Groups

DeepFake Detection using Fused Convolutional Neural Network Predictions

Deepfakes are synthetically generated images, videos or audios, which fraudsters use to manipulate legitimate information. The proposed technique outperforms state-of-the-art...

Dataset
JSON

CodecFake

A comprehensive collection of contemporary codec models, resulting in the creation of the CodecFake dataset.

Dataset
JSON

DFDC Preview

A dataset for deepfake detection challenge.

Dataset
JSON

Polyglot-Fake: A Novel Multilingual and Multimodal Deepfake Dataset

A novel multilingual and multimodal deepfake dataset.

Dataset
JSON

Robustness and Generalizability of Deepfake Detection: A Study with Diffusion...

A robustness and generalizability study of deepfake detection using diffusion models.

Dataset
JSON

WildDeepFakes

A challenging real-world dataset for deepfake detection.

Dataset
JSON

Temporal Deepfake Segment Benchmark

A deepfake detection method that can address the issue of modifying segments of videos using generative techniques.

Dataset
JSON

DeepfakeTIMIT Dataset

DeepfakeTIMIT dataset consists of 5,639 deepfake videos and 890 real videos.

Dataset
JSON

Deepfake Video Detection Using Generative Convolutional Vision Transformer

Deepfake video detection using Generative Convolutional Vision Transformer (GenConViT) for deepfake video detection. Our model combines ConvNeXt and Swin Transformer models for...

Dataset
JSON

DiffusionForensics

The dataset used in the paper for testing the proposed Data-Independent Operator (DIO) framework for generalizable forgery image detection.

Dataset
JSON

DeepFake Detection Challenge (DFDC) dataset

The DeepFake Detection Challenge (DFDC) dataset contains over 100,000 videos, including authentic and manipulated content.

Dataset
JSON

Graph-Regularized Attentive Convolutional Entanglement for Robust DeepFake Vi...

The proposed GRACE method leverages feature entanglement with sparse constraints and a graph convolutional network with graph Laplacian smoothing prior regularization to...

Dataset
JSON

DFDC

Face forgery by deepfake is widely spread over the internet and has raised severe societal concerns. Recently, how to detect such forgery contents has become a hot research...

Dataset
JSON

Celeb-DF

Face forgery by deepfake is widely spread over the internet and has raised severe societal concerns. Recently, how to detect such forgery contents has become a hot research...

Dataset
JSON

Dataset for Deepfake Detection and Recognition

A dedicated collection of images: real/pristine images collected from CelebA, FFHQ1, and ImageNet datasets and synthetic data generated by 9 different Generative Adversarial...

Dataset
JSON

Deep Fake Detection Competition (DFDC) dataset

The Deep Fake Detection Competition (DFDC) dataset is a large-scale dataset for deepfake detection, containing 124,000 videos.

Dataset
JSON

The Deepfake Detection Challenge (DFDC) Dataset

The dataset contains real and fake face videos.

Dataset
JSON

Deepfake Detection using Diffusion Models

The dataset contains real and fake face images generated by diffusion models.

Dataset
JSON

GM-DF: Generalized Multi-Scenario Deepfake Detection

The paper proposes a unified face forgery detection framework to solve the multi-dataset conflict problem, and the authors use five public autopilot datasets, including...

Dataset
JSON

Diffusion Noise Feature

Diffusion noise feature: Accurate and fast generated image detection.

Dataset
JSON

30 datasets found