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.

Manylion Llyfryddiaeth
Prif Awduron:	Ishrak, Gazi Hasin, Mahmud, Zalish, Farabe, Md. Zami Al Zunaed, Tinni, Tahera Khanom
Awduron Eraill:	Parvez, Mohammad Zavid
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Deepfake Convolutional neural network (CNN) CapsuleNet Artificial intelligence Machine learning Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/16946

Eitemau Tebyg

A machine learning approach to detect DeepFake videos
gan: Hassan, Md. Mahedi, et al.
Cyhoeddwyd: (2021)

Detecting Deepfake images using deep convolutional neural network
gan: Dhar, Arpita, et al.
Cyhoeddwyd: (2022)

Deepfake detection using neural networks
gan: Sakib, Sadman, et al.
Cyhoeddwyd: (2021)

An improved deepfake detection using deep learning
gan: Paul, Annay, et al.
Cyhoeddwyd: (2023)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

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

Bangla license plate recognition using convolutional neural networks (CNN)
gan: Rahman, M M Shaifur
Cyhoeddwyd: (2018)

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

Bone age comparison using convolutional neural network
gan: Nawaz, Fariha, et al.
Cyhoeddwyd: (2019)

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
Cyhoeddwyd: (2024)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

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

Brain tumor detection with convolutional neural network
gan: Galib, Abrar Tahmid, et al.
Cyhoeddwyd: (2024)

Detection of Deepfake using computer vision and deep learning
gan: Rahman, Anisur, et al.
Cyhoeddwyd: (2023)

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

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

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

Music genre classification with convolutional neural network
gan: Chowdhury, Masud, et al.
Cyhoeddwyd: (2022)

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

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

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

Semantic text extraction from CAPTCHA using Neural Networking
gan: Chowdhury, Iftekhar Kabir, et al.
Cyhoeddwyd: (2022)

An introduction to neural networks /
gan: Anderson, James A.
Cyhoeddwyd: (1995)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

Modelling option prices using neural networks
gan: Nasim, Ahmed Zohair, et al.
Cyhoeddwyd: (2020)

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

Fundamentals of neural networks : architectures, algorithms, and applications /
gan: Fausett, Laurene V.
Cyhoeddwyd: (1994)

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

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

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

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

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

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

Neural networks : a comprehensive foundation /
gan: Haykin, Simon S., 1931-
Cyhoeddwyd: (1999)

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

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

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

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

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