Deepfake attacks: Generation, detection, datasets, challenges, and research directions

A Naitali, M Ridouani, F Salahdine, N Kaabouch - Computers, 2023 - mdpi.com
Recent years have seen a substantial increase in interest in deepfakes, a fast-developing
field at the nexus of artificial intelligence and multimedia. These artificial media creations …

Deepfake forensics: a survey of digital forensic methods for multimodal deepfake identification on social media

SM Qureshi, A Saeed, SH Almotiri, F Ahmad… - PeerJ Computer …, 2024 - peerj.com
The rapid advancement of deepfake technology poses an escalating threat of
misinformation and fraud enabled by manipulated media. Despite the risks, a …

Deepfakes in Finance: Unraveling the Threat Landscape and Detection Challenges

R Khan, M Taqi, A Afzal - Navigating the World of Deepfake …, 2024 - igi-global.com
Deepfake technology has the potential to disrupt the financial sector, posing special risks
and difficulties for a sector that is dependent on authenticity and confidence. This case study …

[PDF][PDF] Deepfake Attacks: Generation, Detection, Datasets, Challenges, and Research Directions. Computers 2023, 12, 216

A Naitali, M Ridouani, F Salahdine, N Kaabouch - 2023 - pdfs.semanticscholar.org
Recent years have seen a substantial increase in interest in deepfakes, a fast-developing
field at the nexus of artificial intelligence and multimedia. These artificial media creations …

Detecting Manipulated Audio Using Adaboost Machine Learning Algorithm

BV Kumar, Y Ayyappa, PJ Sai, T Varun… - … on Advancement in …, 2024 - ieeexplore.ieee.org
The proliferation of deepfake audio necessitates robust detection methods. This work
explores the efficacy of Mel-Frequency Cepstral Coefficients (MFCC) features and AdaBoost …

[PDF][PDF] Deepfake forensics: a survey of digital forensic methods for multimodal deepfake identification on social media

AS Shavez Mushtaq Qureshi, SH Almotiri, F Ahmad… - academia.edu
The rapid advancement of deepfake technology poses an escalating threat of
misinformation and fraud enabled by manipulated media. Despite the risks, a …