[HTML][HTML] An Investigation into the Utilisation of CNN with LSTM for Video Deepfake Detection
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
as images, audio, and video. Especially, the fabricated videos, which have gained a large …