Deepfake detection using neural networks

Deepfake detection using neural networks

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Detalhes bibliográficos
Main Authors:	Sakib, Sadman, Abid, Mir Tarid Al, Tiana, Nures Saba, Asha, Wajida Anwar, Huq, Syed Mahbubul
Outros Autores:	Hossain, Muhammad Iqbal
Formato:	Thesis
Idioma:	English
Publicado em:	Brac University 2021
Assuntos:	Deepfake Detect Neural networks Video Images Artificial intelligence Digital media > Editing Information technology > Social aspects Neural networks (Computer science)
Acesso em linha:	http://hdl.handle.net/10361/15678

Registos relacionados

A machine learning approach to detect DeepFake videos
Por: Hassan, Md. Mahedi, et al.
Publicado em: (2021)

Detecting Deepfake images using deep convolutional neural network
Por: Dhar, Arpita, et al.
Publicado em: (2022)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
Por: Ishrak, Gazi Hasin, et al.
Publicado em: (2022)

An improved deepfake detection using deep learning
Por: Paul, Annay, et al.
Publicado em: (2023)

Pneumonia Disease detection using the convolutional neural network
Por: Ashrafee, Md. Iftid, et al.
Publicado em: (2024)

Detection of Deepfake using computer vision and deep learning
Por: Rahman, Anisur, et al.
Publicado em: (2023)

Early detection of parkinson’s disease using image processing and artificial neural network
Por: Rumman, Mosarrat, et al.
Publicado em: (2018)

End to end Bangla handwritten and scene text detection using convolutional neural network
Por: Mahal, Somania Nur, et al.
Publicado em: (2018)

Detection of skin cancer using Convolutional neural network
Por: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Publicado em: (2020)

Exploring deep features: deeper fully convolutional neural network for image segmentation
Por: Kamran, Sharif Amit, et al.
Publicado em: (2017)

Drone detection by neural network using SURF feature and GLCM method
Por: Ahmed, Tanzia, et al.
Publicado em: (2018)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
Por: Sakir, Adnan, et al.
Publicado em: (2023)

A multimedia producer in The Daily Star
Por: Ayon, Md. Khalid Hussain
Publicado em: (2017)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
Por: Siddique, Labib Ahmed, et al.
Publicado em: (2022)

Image classification using deep neural network for efficient identification of traffic sign
Por: Saha, Sourajit
Publicado em: (2018)

Real-time obscene scene nudity detection and blurring in a video clip
Por: Rizwana, Jesima, et al.
Publicado em: (2023)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
Por: Mahbub, Riasat, et al.
Publicado em: (2022)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
Por: Alvi, Md.Waseq Alauddin
Publicado em: (2024)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
Por: Ali, Syed Muaz
Publicado em: (2023)

Plant disease detection using convolutional neural network
Por: Hossain, Mohammad Shifat, et al.
Publicado em: (2021)

Deep learning based early Glaucoma detection
Por: Islam, Aabrar, et al.
Publicado em: (2024)

Tomato leaf disease detection using convolutional neural network
Por: Hasan, Md. Riazul, et al.
Publicado em: (2023)

Brain tumor detection with convolutional neural network
Por: Galib, Abrar Tahmid, et al.
Publicado em: (2024)

Comparison of deep transfer learning models for cancer diagnosis
Por: Joya, Nadia Islam, et al.
Publicado em: (2023)

Smoke detection using deep Convolutional neural network
Por: Niloy, Wahidul Hasan, et al.
Publicado em: (2021)

Malware detection in blockchain using CNN
Por: Alam, Afreen, et al.
Publicado em: (2021)

Clustering and detection of good and bad rail line anchors from images
Por: Islam, Samiul, et al.
Publicado em: (2017)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
Por: Shuhin, Syed Adiba, et al.
Publicado em: (2019)

Computer vision-based Bengali sign language to text generation
Por: Tazalli, Tonjih, et al.
Publicado em: (2022)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
Por: Faisal, Asm, et al.
Publicado em: (2024)

Early detection of cervical cancer using deep neural networks
Por: Akhund, Atoshi, et al.
Publicado em: (2023)

Semantic text extraction from CAPTCHA using Neural Networking
Por: Chowdhury, Iftekhar Kabir, et al.
Publicado em: (2022)

Deep 3D convolutional neural network in early detection of Lung cancer
Por: Hossain, Khandoker Jobayer, et al.
Publicado em: (2019)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
Por: Tasawar, Ihtyaz Kader, et al.
Publicado em: (2021)

An introduction to neural networks /
Por: Anderson, James A.
Publicado em: (1995)

An efficient deep learning approach to detect skin Cancer
Por: Islam, Ashfaqul, et al.
Publicado em: (2022)

Classification of different magnetic structures from image data using deep neural networks
Por: Ibn Hasib, Fahad, et al.
Publicado em: (2023)

An efficient deep learning approach to detect skin cancer using image data
Por: Chowdhury, Yaser Al Rahman, et al.
Publicado em: (2023)

Efficient image processing and machine learning approach for predicting retinal diseases
Por: Hasib, Mehadi Hasan, et al.
Publicado em: (2021)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
Por: Gomes, Paul Richie, et al.
Publicado em: (2021)