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Analyzing the security of e-Health data based on a hybrid federated learning model
(Brac University, 2023-01)
This research aims to provide an approach for analyzing the security of the e-health
care system through the use of federated learning and the pre-processing of distinct
deep learning models. The infrastructure for ...
Chaos in Quantum Mechanics
(Brac University, 2023-01)
This thesis provides a detailed view of Out-of-time-order correlators in quantum
mechanics. And how we can use OTOC to calculate chaos in quantum mechanics.
We present precise OTOC calculations for a circle billiard, a ...
An advanced data fabric architecture leveraging homomorphic encryption and federated learning
(Brac University, 2023-03)
In this study, we present a novel approach for securely analyzing medical images
using federated learning and partially homomorphic encryption within a distributed
data fabric architecture. Our approach allows multiple ...
Securing ownership management and transfer of consumer IoT devices with blockchain-based Self Sovereign Identity (SSI)
(Brac University, 2023-06)
With the power of automation and connectivity, the use of IoT devices is increasing over the last 10-12 years consistently. IoT devices are taking place in our homes beside industries with the capability of collecting datas ...
Effect of social Media on mental health
(Brac University, 2023-01)
An online community where people work together to produce, share and change
their ideas and comments about any data is known as web-based social network ing. Over the past ten years, long-distance social networking purpose ...
An efficient deep learning approach to detect neurodegenerative diseases using retinal images
(Brac University, 2023-01)
Neurodegenerative disorders are diagnosed through undergoing brain MRI, CT scans, genetic testing, and various laboratory screening tests which are often tedious, time consuming and beyond the means of most people’s financial ...
A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
(Brac University, 2023-01)
In this research, we propose a hybrid model for predicting suicide risk from text
data that incorporates BERT, VADER, and a Random Forest classifier for sentiment
analysis. This model aims to identify individuals who may ...
Behavioural analysis of factors influencing online food ordering and its relation to obesity
(Brac University, 2023-06)
The purpose of this research is to determine what influences people to order food online and the intensity of ordering as well as to see if there is any correlation between online food ordering and obesity among the people ...
Detection of Deepfake using computer vision and deep learning
(Brac University, 2023-05)
In this era of Metaverse and technological advancement, Deepfakes are one of the
most alarming concepts. Deepfakes are mostly synthetically-generated manipulated
photos or videos which is created swapping a face of a ...
Operating and analyzing of business data with digital enterprise division of BanglaCAT
(Brac University, 2023-05)
This internship report provides a comprehensive overview of the experiences, learn- ing, and contributions made during the internship period at Bangla CAT. The re- port encompasses a tailed description of the objectives, ...