Deepfake detection: A systematic literature review
Over the last few decades, rapid progress in AI, machine learning, and deep learning has
resulted in new techniques and various tools for manipulating multimedia. Though the …
resulted in new techniques and various tools for manipulating multimedia. Though the …
Deepfake detection using deep learning methods: A systematic and comprehensive review
A Heidari, N Jafari Navimipour, H Dag… - … Reviews: Data Mining …, 2024 - Wiley Online Library
Deep Learning (DL) has been effectively utilized in various complicated challenges in
healthcare, industry, and academia for various purposes, including thyroid diagnosis, lung …
healthcare, industry, and academia for various purposes, including thyroid diagnosis, lung …
Deep learning for deepfakes creation and detection: A survey
Deep learning has been successfully applied to solve various complex problems ranging
from big data analytics to computer vision and human-level control. Deep learning advances …
from big data analytics to computer vision and human-level control. Deep learning advances …
Countering malicious deepfakes: Survey, battleground, and horizon
The creation or manipulation of facial appearance through deep generative approaches,
known as DeepFake, have achieved significant progress and promoted a wide range of …
known as DeepFake, have achieved significant progress and promoted a wide range of …
Face/Off: Changing the face of movies with deepfakes
There are growing concerns about the potential for deepfake technology to spread
misinformation and distort memories, though many also highlight creative applications such …
misinformation and distort memories, though many also highlight creative applications such …
A review of deep learning‐based approaches for deepfake content detection
Recent advancements in deep learning generative models have raised concerns as they
can create highly convincing counterfeit images and videos. This poses a threat to people's …
can create highly convincing counterfeit images and videos. This poses a threat to people's …
Fighting deepfakes by detecting gan dct anomalies
To properly contrast the Deepfake phenomenon the need to design new Deepfake detection
algorithms arises; the misuse of this formidable AI technology brings serious consequences …
algorithms arises; the misuse of this formidable AI technology brings serious consequences …
The face deepfake detection challenge
Multimedia data manipulation and forgery has never been easier than today, thanks to the
power of Artificial Intelligence (AI). AI-generated fake content, commonly called Deepfakes …
power of Artificial Intelligence (AI). AI-generated fake content, commonly called Deepfakes …
Deepfake generation and detection: Case study and challenges
In smart communities, social media allowed users easy access to multimedia content. With
recent advancements in computer vision and natural language processing, machine …
recent advancements in computer vision and natural language processing, machine …
Supervised contrastive learning for generalizable and explainable deepfakes detection
DeepFakes detection approaches have to be agnostic across generation type, quality, and
appearance to provide a generalizable DeepFakes detector. Limited generalizability will …
appearance to provide a generalizable DeepFakes detector. Limited generalizability will …