[HTML][HTML] An Investigation into the Utilisation of CNN with LSTM for Video Deepfake Detection

S Tipper, HF Atlam, HS Lallie - Applied Sciences, 2024 - mdpi.com
Video deepfake detection has emerged as a critical field within the broader domain of digital
technologies driven by the rapid proliferation of AI-generated media and the increasing …

Deepfake video detection system using deep neural networks

SR BR, PK Pareek, S Bharathi… - 2023 IEEE international …, 2023 - ieeexplore.ieee.org
A deepfake is a type of synthetic media that uses artificial intelligence and machine learning
techniques to manipulate or superimpose images, videos, or audio onto existing footage in a …

Emerging threat of deep fake: How to identify and prevent it

MA Taha, WM Khudhair, AM Khudhur… - Proceedings of the 6th …, 2022 - dl.acm.org
Although manipulations of visual and aural media have been around for as long as there
have been media, the relatively recent introduction of deep fakes has marked a turning point …

Design and Implement Deepfake Video Detection Using VGG‐16 and Long Short‐Term Memory

L Boongasame, J Boonpluk… - … Intelligence and Soft …, 2024 - Wiley Online Library
This study aims to design and implement deepfake video detection using VGG‐16 in
combination with long short‐term memory (LSTM). In contrast to other studies, this study …

A comprehensive survey of detecting deepfakes techniques

D Maske, S Munot, A Mugut, G Mundada - AIP Conference …, 2024 - pubs.aip.org
Recent advancements in technology have led to the proliferation of deepfakes. Deepfakes,
AI-generated fake videos, pose a significant threat by spreading misinformation. This survey …

Video_audio multimodal for deepfake detection

DA Sultan, LM Ibrahim - AIP Conference Proceedings, 2024 - pubs.aip.org
Significant developments in deep learning techniques have led to the appearance of
numerous methods for generating synthetic audio and video, resulting in remarkably …

Deep Fake Image Classification Engine Using Inception-ResNet-V1 Network

D Kothandaraman, SS Narayanan… - … on Computing and …, 2024 - ieeexplore.ieee.org
The goal of this project is to develop a real or fake facial image classification system using
deep learning techniques. The main focus is on the InceptionResnetVl model pretrained on …

Deepfake Detection using InceptionResNetV2 Model

U Ravale, RR Tattu, AB Bhoir… - 2024 IEEE 3rd World …, 2024 - ieeexplore.ieee.org
The ability to create a nearly similar human-generated image—also known as a" deep fake"—
has become very easy due to the increasing processing capacity of deep learning …

Deepfake Detection Model Based on VGGFace with Head Pose Estimation Technique

DA Sultan, LM Ibrahim - National Conference on New Trends in …, 2023 - Springer
Rapid developments in deepfake technology have produced hyper-realistic fake media such
as images, audio, and video. Especially, the fabricated videos, which have gained a large …