Department of Computer Science and Engineering (CSE)
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Recent Submissions
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A comparative malware analysis of XWorm and Nanocore: laying the groundwork for enhanced detection strategies
(BRAC University, 2024)Malware continues to evolve, posing a significant challenge to global cybersecurity through sophisticated techniques such as obfuscation, process injection, and persistent Command-and-Control (C2) communication. This ... -
Handwriting-based emotion recognition using GNN
(BRAC University, 2024-12)Emotion detection is essential to know human behavior, but handwriting,a quite unique personal form of expression, remains underexplored in this context. This paper introduces a singular approach using Graph Neural ... -
Mastering full stack web development: internship experience at BRAC IT
(BRAC University, 2024-10)This report is a documentation of a six-month internship I partook at BRAC IT as a full- stack web development intern, where I was responsible for creating new modules and bug fixing to quite a few projects/webapps. My ... -
Parameter-efficient fine-tuning of LLMa-2 using quantization low-rank adaptation
(BRAC University, 2024-11)Llama-2, an advanced neural network with huge potential in text generation, sentiment analysis and language understanding. This report focuses on the fine-tuning process for build chatbot on custom datasets, specification ... -
An efficient deep learning-based multi-classification of ocular toxoplasmosis and its secondary complications from fundus images
(BRAC University, 2024-12)"Ocular Toxoplasmosis is considered a leading cause of visual impairment when not diagnosed and treated correctly on time. Its complications pose a challenge for accurate diagnosis and treatment. This study represents ... -
Crop yield prediction using machine learning and deep learning
(BRAC University, 2023-01)Bangladesh is an agrarian country. Though, a substantial portion of our economy and workforce depends directly or indirectly on agriculture. However, due to climate change, floods, insufficient incentives, and less grist ... -
A comprehensive study for predicting eyesight disease using ML
(BRAC University, 2024)From mild to severe distant vision impairment caused by untreated conditions, including cataract, glaucoma, retinal disease, and diabetic retinopathy, more than60% of the world’s population—exceeding 4.5 billion ... -
An AI and NLP approach for detecting grooming behavior
(BRAC University, 2024)"Grooming children on social media is a dangerous side effect of modern internet era. AI models, specially NLP have the potential to play a critical role in detecting grooming behavior. Even though, there have been studies ... -
A blockchain and capability based access control for internet of things using self-sovereign identity
(BRAC University, 2024-12)Access control systems are essential tools for businesses because they guarantee the safe management of user access to resources after verification. Conventional approaches, such as Role-Based Access Control (RBAC) and ... -
Blockchain-backed SSI: empowering travelers with a secure platform for digitalized travel information
(BRAC University, 2024-12)"Document fraud poses significant security risks and can result in unauthorized en- tries into a country, as well as manual verification, a time-consuming process that raises concerns about the privacy of travelers as ... -
Impact of extended gaming hours on cademic performance and mental health among Bangladeshi undergraduate students: an analysis using SPSS and SmartPLS
(BRAC University, 2024-11)"The increasing prevalence of gaming among Bangladeshi undergraduate students has raised concerns regarding its effects on academic performance and mental health. This thesis investigates the relationship between gaming ... -
Final thesis report internship as a web developer engineer
(BRAC University, 2024-10)This report highlights the way of creating a website structure during my internship as a web developer. The website structure is built in HTML and CSS. My main focus while making this report was to make it easy to access ... -
AUNET (Attention-based unified network): leveraging attention based N-BEATS for enhanced univariate time series forecasting
(BRAC University, 2024-11)This study presents AUNET, an enhanced version of the N-BEATS model specifically designed for univariate time series forecasting by incorporating a multi-head self-attention mechanism. The motivation behind AUNET is to ... -
Bengali sentiment analysis based on product reviews: unveiling consumer voices
(BRAC University, 2024)"These days, customers are more keen to buy products online rather than going to a shop or market. However, they often fear about the quality of products, as there is no way to measure them before buying them. As a result, ... -
Building an AI assistance application: full-stack development internship at Planet X Inc..
(2024-10)This report is a documentation of a six-month internship I undertook at Planet X Inc. as a full-stack development intern with full responsibility for various projects centered on web application development. My main ... -
Sales forecasting using machine learning
(BRAC University, 2024-10)In today’s aggressive and fast-paced economy, the ability to forecast sales accurately and effectively denotes a proper utilization of the available resources in planning. Typical sales forecasting methods fail quite ... -
Analyzing software quality and maintainability in object-oriented systems using software metrics
(BRAC University, 2024-10)Effective evaluation of software quality and maintainability is compulsory for successful object-oriented system development, and the potential of software metrics in achieving these goals are investigated in this research. ... -
Advanced video analytic system for posture and activity recognition: leveraging MediaPipe, CNN-LSTM, and ensemble learning for fall and unstable motion detection
(BRAC University, 2024-10)Human posture detection and classification are vital in monitoring activities, especially in health and safety contexts, such as fall detection in elderly care. This thesis presents a comparative study of two machine ... -
Clinical note generation from doctor-patient conversations using decoder-only large language models
(BRAC University, 2024-10)Documenting clinical notes is a vital but time-consuming task in healthcare. Even in this modern era medical doctors spend considerable time documenting clinical notes from encounters with patients. While there have been ... -
Ahar24: a modern restaurant food delivery management system
(BRAC University, 2024-11)The rapid digital transformation has significantly impacted the food and restaurant industry, leading to the emergence of online food delivery systems. This research presents the development of Ahar24: A Modern Restaurant ...
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