Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Bibliografische gegevens
Hoofdauteurs:	Ishrak, Gazi Hasin, Mahmud, Zalish, Farabe, Md. Zami Al Zunaed, Tinni, Tahera Khanom
Andere auteurs:	Parvez, Mohammad Zavid
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2022
Onderwerpen:	Deepfake Convolutional neural network (CNN) CapsuleNet Artificial intelligence Machine learning Neural networks (Computer science)
Online toegang:	http://hdl.handle.net/10361/16946

Gelijkaardige items

A machine learning approach to detect DeepFake videos
door: Hassan, Md. Mahedi, et al.
Gepubliceerd in: (2021)

Detecting Deepfake images using deep convolutional neural network
door: Dhar, Arpita, et al.
Gepubliceerd in: (2022)

Deepfake detection using neural networks
door: Sakib, Sadman, et al.
Gepubliceerd in: (2021)

An improved deepfake detection using deep learning
door: Paul, Annay, et al.
Gepubliceerd in: (2023)

Pneumonia Disease detection using the convolutional neural network
door: Ashrafee, Md. Iftid, et al.
Gepubliceerd in: (2024)

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

Bangla license plate recognition using convolutional neural networks (CNN)
door: Rahman, M M Shaifur
Gepubliceerd in: (2018)

Exploring deep features: deeper fully convolutional neural network for image segmentation
door: Kamran, Sharif Amit, et al.
Gepubliceerd in: (2017)

Bone age comparison using convolutional neural network
door: Nawaz, Fariha, et al.
Gepubliceerd in: (2019)

Detection of handwritten text using convolutional neural network
door: Jasim, Rabib Bin, et al.
Gepubliceerd in: (2024)

Visual object recognition using deep convolutional neural network
door: Ahmed, Sabbir
Gepubliceerd in: (2017)

Crime scene prediction by detecting threatening objects using convolutional neural network
door: Nakib, Mohammad, et al.
Gepubliceerd in: (2017)

Brain tumor detection with convolutional neural network
door: Galib, Abrar Tahmid, et al.
Gepubliceerd in: (2024)

Detection of Deepfake using computer vision and deep learning
door: Rahman, Anisur, et al.
Gepubliceerd in: (2023)

Isolated bangla handwritten character & digit recognition using convolutional neural network
door: Alif, Mujadded Al Rabbani, et al.
Gepubliceerd in: (2018)

Tomato leaf disease detection using convolutional neural network
door: Hasan, Md. Riazul, et al.
Gepubliceerd in: (2023)

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

Music genre classification with convolutional neural network
door: Chowdhury, Masud, et al.
Gepubliceerd in: (2022)

Image translation of Bangla and English sign language to written language using convolutional neural network
door: Bismoy, Muttaki Islam, et al.
Gepubliceerd in: (2022)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
door: Ali, Syed Muaz
Gepubliceerd in: (2023)

A system to prevent social violence using convolutional neural network
door: Akter, Sanzida, et al.
Gepubliceerd in: (2023)

Semantic text extraction from CAPTCHA using Neural Networking
door: Chowdhury, Iftekhar Kabir, et al.
Gepubliceerd in: (2022)

An introduction to neural networks /
door: Anderson, James A.
Gepubliceerd in: (1995)

Smoke detection using deep Convolutional neural network
door: Niloy, Wahidul Hasan, et al.
Gepubliceerd in: (2021)

Plant disease detection using convolutional neural network
door: Hossain, Mohammad Shifat, et al.
Gepubliceerd in: (2021)

Modelling option prices using neural networks
door: Nasim, Ahmed Zohair, et al.
Gepubliceerd in: (2020)

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

Fundamentals of neural networks : architectures, algorithms, and applications /
door: Fausett, Laurene V.
Gepubliceerd in: (1994)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
door: Ferdous, Md.Rubaiat, et al.
Gepubliceerd in: (2024)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
door: Sikder, Shihab Uddin, et al.
Gepubliceerd in: (2022)

Quantum error correction using quantum convolutional neural network
door: Mishu, Niloy Deb Roy, et al.
Gepubliceerd in: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
door: Sakir, Adnan, et al.
Gepubliceerd in: (2023)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
door: Khan, Shama, et al.
Gepubliceerd in: (2024)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
door: Khilji, Ishfaque Qamar, et al.
Gepubliceerd in: (2021)

Neural networks : a comprehensive foundation /
door: Haykin, Simon S., 1931-
Gepubliceerd in: (1999)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
door: Ashraf, S.M. Nabil, et al.
Gepubliceerd in: (2021)

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

Epileptic seizure prediction using bandpass filtering and convolutional neural network
door: Rahman, Tasnia, et al.
Gepubliceerd in: (2022)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
door: Al Mamun, Rafsan, et al.
Gepubliceerd in: (2022)

An in depth analysis of neural network with application in finance
door: Tasnim, Noshin, et al.
Gepubliceerd in: (2019)