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.

Manylion Llyfryddiaeth
Prif Awduron:	Sakib, Sadman, Abid, Mir Tarid Al, Tiana, Nures Saba, Asha, Wajida Anwar, Huq, Syed Mahbubul
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Deepfake Detect Neural networks Video Images Artificial intelligence Digital media > Editing Information technology > Social aspects Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/15678

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)

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

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)

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

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

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

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

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

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

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

A multimedia producer in The Daily Star
gan: Ayon, Md. Khalid Hussain
Cyhoeddwyd: (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
gan: Siddique, Labib Ahmed, et al.
Cyhoeddwyd: (2022)

Image classification using deep neural network for efficient identification of traffic sign
gan: Saha, Sourajit
Cyhoeddwyd: (2018)

Real-time obscene scene nudity detection and blurring in a video clip
gan: Rizwana, Jesima, 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)

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

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

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

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

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

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

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

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

Malware detection in blockchain using CNN
gan: Alam, Afreen, et al.
Cyhoeddwyd: (2021)

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

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

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

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

Early detection of cervical cancer using deep neural networks
gan: Akhund, Atoshi, et al.
Cyhoeddwyd: (2023)

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

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

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

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

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

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

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

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

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