Detection of Deepfake using computer vision and deep learning

Detection of Deepfake using computer vision and deep learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Rahman, Anisur, Uschash, Ehteshamul Islam, Rahman, Faria, Adiba, Shihaba Jamal Chowdhury, Labib, Tahmidul
Awduron Eraill:	Karim, Dewan Ziaul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	DeepFake CNN LSTM LR scheduler Digital media > Editing Artificial intelligence Cognitive learning theory Computer vision
Mynediad Ar-lein:	http://hdl.handle.net/10361/21932

Eitemau Tebyg

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

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

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

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)

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

Identifying Bangla deceptive news using machine learning and deep learning algorithms
gan: Piyal, Anindya Roy, et al.
Cyhoeddwyd: (2023)

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

Violent activity detection through surveillance camera using deep learning
gan: Miah, Parvez, et al.
Cyhoeddwyd: (2023)

A hybrid fake banknote detection model using OCR, face recognition and hough features
gan: Zarin, Adiba, et al.
Cyhoeddwyd: (2019)

Multimodal fake news detection using text and image
gan: Biswas, Trisha, et al.
Cyhoeddwyd: (2024)

Cognitive load detection of vision impaired in the inward places using Bio-signal
gan: Kabir, Raiyan, et al.
Cyhoeddwyd: (2020)

Hybrid recommendation system of intelligent captioning using deep learning networks
gan: Wasi, Ahamed Al, et al.
Cyhoeddwyd: (2024)

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

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
gan: Sraboni, Tasnuba, et al.
Cyhoeddwyd: (2021)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

Predicting crime using deep learning
gan: Shihab, Muhammad Nafees, et al.
Cyhoeddwyd: (2024)

Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
gan: Aziz, Md. Yasin, et al.
Cyhoeddwyd: (2021)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
gan: Raj, Mohammad Mainuddin, et al.
Cyhoeddwyd: (2021)

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

A modern technique to detect potholes by Computer Vision and Deep Learning
gan: Saif, Muntasir Mahmud, et al.
Cyhoeddwyd: (2023)

Analysis of deep learning models on low-light pest detection
gan: Irtiza, Md. Samin, et al.
Cyhoeddwyd: (2023)

An integrated approach: fake review detection using convBERT-BiLSTM classification
gan: Mahmud, Md. Anas, et al.
Cyhoeddwyd: (2024)

The elements of editing : a modern guide for editors and journalists /
gan: Plotnik, Arthur
Cyhoeddwyd: (1982)

Detection of fake identities on twitter using supervised machine learning
gan: Rahman, MD. Takiur, et al.
Cyhoeddwyd: (2019)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
gan: Iqbal, Shahriar, et al.
Cyhoeddwyd: (2023)

The difference in the theory and practice of news editing and translating in DBC
gan: Shumayra, Ishrak
Cyhoeddwyd: (2022)

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

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

COVID-19 related fake news detection model
gan: Shondhy, Sumaiya Islam, et al.
Cyhoeddwyd: (2021)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
gan: Shakil, Mahmudul Hasan
Cyhoeddwyd: (2023)

Fake news pattern recognition using linguistic analysis
gan: Dey, Amitabha, et al.
Cyhoeddwyd: (2018)

RetinalNet-500: a newly developed CNN model for eye disease detection
gan: Toki, Sadikul Alim, et al.
Cyhoeddwyd: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Deep learning-based waste classification system for efficient waste management
gan: Nakib, Abdullah Al, et al.
Cyhoeddwyd: (2022)

A deep learning approach towards soft biometrics attributes prediction using CNN
gan: Kibria, Maharab, et al.
Cyhoeddwyd: (2022)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
gan: Fiona, Driciru, et al.
Cyhoeddwyd: (2024)

A hybrid fake banknote detection model using OCR, face recognition and hough features
gan: Zarin, Adiba, et al.
Cyhoeddwyd: (2018)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
gan: Saleque, Shahriar, et al.
Cyhoeddwyd: (2021)