Results 141 to 150 of about 6,295 (185)

Exploring the Impact of Moire Pattern on Deepfake Detectors

Deepfake detection is critical in mitigating the societal threats posed by manipulated videos. While various algorithms have been developed for this purpose, challenges arise when detectors operate externally, such as on smartphones, when users take a ...
Tariq, Razaib, Tariq, Shahroz, Woo, Simon S.   +2 more
core  

GFADE: generalized feature adaptation and discrimination enhancement for deepfake detection. [PDF]

PeerJ Comput Sci
Tian Z, Yi J.
europepmc   +1 more source

Deepfake Video Face Detection

International Journal for Research in Applied Science and Engineering Technology
The emergence of deepfake technology, which relies on generative adversarial networks (GANs), has raised substantial concerns in the realm of digital media. This technology enables the manipulation of facial features in videos, leading to potential misuse for spreading false information, misrepresentation, and identity theft.
openaire   +1 more source

Enhancing practicality and efficiency of deepfake detection. [PDF]

Sci Rep
Balafrej I, Dahmane M.
europepmc   +1 more source

A Dual-Branch Fusion Model for Deepfake Detection Using Video Frames and Microexpression Features. [PDF]

J Imaging
Petmezas G, Vanian V, Rufete MP, Almaloglou EEI, Zarpalas D.   +4 more
europepmc   +1 more source

ID-insensitive deepfake detection model based on multi-attention mechanism. [PDF]

Sci Rep
Sheng Y, Zou Z, Yu Z, Pang M, Ou W, Han W.   +5 more
europepmc   +1 more source

Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection. [PDF]

Front Big Data
Rani G, Kothekar A, Philip SG, Dhaka VS, Zumpano E, Vocaturo E.   +5 more
europepmc   +1 more source

Audio Deepfake Detection: What Has Been Achieved and What Lies Ahead. [PDF]

Sensors (Basel)
Zhang B, Cui H, Nguyen V, Whitty M.
europepmc   +1 more source

Exploring autonomous methods for deepfake detection: A detailed survey on techniques and evaluation. [PDF]

Heliyon
Sunil R, Mer P, Diwan A, Mahadeva R, Sharma A.   +4 more
europepmc   +1 more source

CSTAN: A Deepfake Detection Network with CST Attention for Superior Generalization. [PDF]

Sensors (Basel)
Yang R, You K, Pang C, Luo X, Lan R.
europepmc   +1 more source