An Efficient Deepfake Detection Using Robust Deep Learning Approch

A Qadir, R Mahum, MA El-Meligy, AE Ragab… - 2023 - researchsquare.com
The creation and manipulation of synthetic images have evolved rapidly, creating serious
concerns about their effects on society. Although there have been various attempts to …

A Machine Learning Approach to Deepfake Detection

D Conrad - 2023 - cornerstone.lib.mnsu.edu
The ability to manipulate videos has been around for decades but a process that once would
take time, money, and professionals, can now be created by anyone due to the rapid …

Robust deepfake on unrestricted media: Generation and detection

TN Le, HH Nguyen, J Yamagishi, I Echizen - Frontiers in Fake Media …, 2022 - Springer
Recent advances in deep learning have led to substantial improvements in deepfake
generation, resulting in fake media with a more realistic appearance. Although deepfake …

Deepfake Video Detection Using Human Facial Features

DT Ademiluyi - 2023 - search.proquest.com
Deepfake technology can be used to replace people's faces in videos or pictures to show
them saying or doing things they never said or did. Deepfake media are often used to extort …

Comparative Analysis of Deep-Fake Algorithms

N Sontakke, S Utekar, S Rastogi… - arXiv preprint arXiv …, 2023 - arxiv.org
Due to the widespread use of smartphones with high-quality digital cameras and easy
access to a wide range of software apps for recording, editing, and sharing videos and …

[PDF][PDF] Deep Learning for Deepfakes Creation and Detection

AK Singh - 2024 - researchgate.net
In recent years, deep learning has revolutionized various domains, including computer
vision and big data analytics. However, alongside its advancements, deep learning has also …

Exploring Deepfake Detection: Techniques, Datasets, and Challenges

P Rana, S Bansal - … Journal of Computing and Digital Systems, 2024 - journal.uob.edu.bh
Deepfake detection is an active area of research due to extensive use of deepfake media for
spreading false information, manipulate public opinion and cause harm to individuals. This …

A survey on deepfake detection through deep learning

PK Thai, S Kalige, SN Ediga… - World Journal of Advanced …, 2024 - mail.wjarr.com
Imagine watching a video where Tom Hanks delivers a rousing speech, but you suspect it
might be fabricated. This growing concern stems from the rise of" DeepFakes," hyper …

[PDF][PDF] Combining computer vision techniques and intraframe noise methods to detect a deepfake

MP Shelke, N Ranjan, A Kharade, P Gaikwad, S Arakh… - 2023 - researchgate.net
Deep fakes are synthetic videos created by deep learning algorithms that can convincingly
depict individuals saying or doing things they never did. With the proliferation of deepfake …

Deepfakes detection techniques using deep learning: a survey

AM Almars - Journal of Computer and Communications, 2021 - archive.jibiology.com
Deep learning is an effective and useful technique that has been widely applied in a variety
of fields, including computer vision, machine vision, and natural language processing …