Results 131 to 140 of about 6,771 (199)

PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset

With the rapid advancement of generative AI, multimodal deepfakes, which manipulate both audio and visual modalities, have drawn increasing public concern.
Chen, Chuankai, Fu, Haitao, Hou, Yang, Li, Zida, Zhang, Haoyu, Zhao, Jianjun   +5 more
core  

A hybrid spatial-frequency attention-based algorithm using efficientnet for robust and interpretable deepfake detection. [PDF]

Sci Rep
Kumar M, Kumar A, Yadav V, Shankar A, Chauhan P.   +4 more
europepmc   +1 more source

A New Deep Learning-Based Methodology for Video Deepfake Detection Using XGBoost. [PDF]

Sensors (Basel), 2021
Ismail A, Elpeltagy M, S Zaki M, Eldahshan K.   +3 more
europepmc   +1 more source

Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy

With the proliferation of deepfake audio, there is an urgent need to investigate their attribution. Current source tracing methods can effectively distinguish in-distribution (ID) categories.
Cheng, Haonnan, Fu, Ruibo, Tao, Jianhua, Wang, Xiaopeng, Wang, Zhiyong, Wen, Zhengqi, Xie, Yuankun, Ye, Long   +7 more
core  

DeepForgeryNet: a hybrid CNN-LSTM and transfer learning framework for robust image forgery and deepfake detection. [PDF]

Front Artif Intell
Sardhara A, Vekariya V, Pathak AR, Dash S.   +3 more
europepmc   +1 more source

The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio

With the proliferation of Audio Language Model (ALM) based deepfake audio, there is an urgent need for generalized detection methods. ALM-based deepfake audio currently exhibits widespread, high deception, and type versatility, posing a significant ...
Cheng, Haonan, Fu, Ruibo, Liu, Yukun, Lu, Yi, Qi, Xin, Sun, Yi, Tao, Jianhua, Wang, Xiaopeng, Wang, Zhiyong, Wen, Zhengqi, Xie, Yuankun, Ye, Long   +11 more
core  

A quantum resilient deepfake detection framework using enhanced resnext and post quantum cryptography defence. [PDF]

Sci Rep
Shreeya KN, Subburaj B, Saketh KSG, Padmavathy TV, Alphonse S, Subramanian G.   +5 more
europepmc   +1 more source

DeepLayer-ID: A Lightweight Multi-Domain Forensic Framework for Real-Time Deepfake Detection in Resource-Constrained UAV Sensor Platforms. [PDF]

Sensors (Basel)
Alshammari NH, Alshammari SA.
europepmc   +1 more source

Hybrid deep feature integration model for robust deepfake detection using transfer-learned neural networks. [PDF]

Front Artif Intell
Potluri S, Kandagatla SP, Mohanty SN, Rout KC, Israr M, Gupta VM.   +5 more
europepmc   +1 more source

Enhancing tumor deepfake detection in MRI scans using adversarial feature fusion ensembles. [PDF]

Sci Rep
Ali A, Basha HA, Thanuja K, Puneet, Gupta SK, Kim S.   +5 more
europepmc   +1 more source