An improved deepfake detection using deep learning

An improved deepfake detection using deep learning

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

Manylion Llyfryddiaeth
Prif Awduron:	Paul, Annay, Dey, Binayak Kumar, Mostafa, Md, Mosfakin, Maharin, Tonika, Rukshana Amin
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Deepfake GAN CNN Reverse engineering of GM’s RNN Online manipulation > Prevention Deepfakes
Mynediad Ar-lein:	http://hdl.handle.net/10361/21834

Eitemau Tebyg

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

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

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

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

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

Voice impersonation detection using LSTM based RNN and explainable AI
gan: Barua, Kawshik, et al.
Cyhoeddwyd: (2022)

Sound classification using deep learning for hard of hearing and deaf people
gan: Habib, Md.Adnan, et al.
Cyhoeddwyd: (2022)

Rumor detection in Bangla using machine learning & deep learning
gan: Ahmed, Md Istiaq, et al.
Cyhoeddwyd: (2023)

Vivian's Hyde
gan: Bani, Wahida Munshi
Cyhoeddwyd: (2024)

Autism detection based on MRI images using Deep Learning
gan: Mostafa, Sadab, et al.
Cyhoeddwyd: (2023)

The language of hermaphrodites as they speak their own special kind of language within their community in Bangladesh
gan: Kaderi, Ahmed Salehin
Cyhoeddwyd: (2010)

Manipulation of human mind through the power of discourse: a study on Bangladeshi call center conversations
gan: Baidya, Tushar Kanti
Cyhoeddwyd: (2017)

A knowledge-based perception analysis about Biotechnology among university students in Bangladesh
gan: Ali, Fariha Fatema
Cyhoeddwyd: (2024)

Application of deep learning in MRI classification of Schizophrenia
gan: Joyee, Ramisa Fariha, et al.
Cyhoeddwyd: (2024)

Crime mapping through digital data analysis from intermediate repository by crowd sourcing
gan: Aunamika, Sabiha Islam, et al.
Cyhoeddwyd: (2017)

Silent voice: harnessing deep learning for lip-reading in Bangla
gan: Shaheen, Munia, et al.
Cyhoeddwyd: (2024)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

Analysis of financial data on the time series using data from the stock market
gan: Shachcha, Ifad Bhuiyan, et al.
Cyhoeddwyd: (2022)

Managing products return: an examination of the practices of online retailers
gan: Mursalin, Md. Jabir Al
Cyhoeddwyd: (2016)

A GAN-based federated learning architecture for data augmentation of medical images
gan: Al Rakin, Abdullah, et al.
Cyhoeddwyd: (2023)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
gan: Nirjhor, S M Mahsanul Islam, et al.
Cyhoeddwyd: (2019)

Generation of realistic images from human drawn sketches using deep learning
gan: Mahbub, Mohammed Julfikar Ali, et al.
Cyhoeddwyd: (2022)

Detection of alzheimer's disease using deep learning
gan: Hasan, Mahmudul, et al.
Cyhoeddwyd: (2021)

Automatic helmet-less biker detection using deep learning
gan: Ratul, Md. Ibrahim, et al.
Cyhoeddwyd: (2024)

Surrounding-aware screen-space-global-illumination using generative adversarial network
gan: Mahmud, Abrar, et al.
Cyhoeddwyd: (2023)

Progress of edible vaccine development
gan: Razna, Amrin Islam
Cyhoeddwyd: (2022)

Human sentiment analysis using natural language processing
gan: Shamya, Md. Shamiul Haque Khan, et al.
Cyhoeddwyd: (2024)

Detecting brain tumor using deep neural networks from MRI images
gan: Imamuzzaman, A.S.M., et al.
Cyhoeddwyd: (2021)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
gan: Arafat, Sheikh Mohammad, et al.
Cyhoeddwyd: (2021)

Discourse analysis of telecom ads: a critical insight from the applied linguistics perspective
gan: Dasgupta, Shatabdi
Cyhoeddwyd: (2017)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

A hybrid rumor detection model derived from a comparative study of supervised approaches
gan: Aothoi, Mehzabin Sadat, et al.
Cyhoeddwyd: (2023)

UI development and functionality testing automation in android application
gan: Taus, Shehjad Ali, et al.
Cyhoeddwyd: (2024)

Bangla hate speech detection on social media using attention-based recurrent neural network
gan: Das, Amit Kumar, et al.
Cyhoeddwyd: (2022)

Retinal Diseases Detection using Deep Learning
gan: Mashfi, Shahriar, et al.
Cyhoeddwyd: (2023)

Supply chain finance & IDLC
gan: Rahman, Md. Abidur
Cyhoeddwyd: (2020)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect COVID-19 infected lungs using image data
gan: Kabir, Asif Rezwan, et al.
Cyhoeddwyd: (2022)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)