Department of CSE, BUET

Extract MITRE Techniques from Cyber Threat Report using LLM Confirmation Report
Performed By: 1805113, 1805115
Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain)

5G Vulnerabilty Detection using LLMs & Prompt Engineering Confirmation Report
Performed By: 1805040, 1805004
Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain)

People’s Perception on the Usability and Security of Blockchain Technology in Digital Financial Services in Bangladesh Confirmation Report
Performed By: 1805094
Advisor: Dr. Rezwana Reaz (rezwana)

Predicting Stock Market Prices Using LSTM and Transformer Model Confirmation Report
Performed By: 1805013, 1805013, 1805063
Advisor: Dr. Sadia Sharmin (sadia)

Hybrid Synchronization Approach with Dynamic Weight Allocation for Secure Federated Learning Confirmation Report
Performed By: 1805021
Advisor: Dr. Muhammad Abdullah Adnan (adnan)

KGuard: An Unsupervised Learning-Based Approach for Mitigating Byzantine Attacks in Model Contrastive Federated Learning Confirmation Report
Performed By: 1805119
Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem)

Development of a Tool for Production Monitoring for Garments Industry Confirmation Report
Performed By: 1805043, 1805059
Advisor: Dr. Md. Mostofa Akbar (mostofa)

BiRNA-BERT Allows Efficient RNA Language Modeling with Adaptive Tokenization Confirmation Report
Performed By: 1805030
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

MOS: Multi-Objective Scheduling in Kubernetes for Microservice Applications in Resource-Constrained Hybrid Cloud Confirmation Report
Performed By: 1805107
Advisor: Dr. Mohammed Eunus Ali (eunus)

Hybrid Optimization Methods for Enhancing Client Quality Scores: A Study of Gradient Descent and Simulated Annealing Confirmation Report
Performed By: 1805020
Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem)

IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models Confirmation Report
Performed By: 1805050, 1805053
Advisor: Dr. Rifat Shahriyar (rifat)

Generating Scale-Free Networks Confirmation Report
Performed By: 1805032
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Local Ternary Patterns Revisited for Enhanced Texture Analysis in Lung Cancer Diagnosis Confirmation Report
Performed By: 1805081
Advisor: Dr. Md. Monirul Islam (mmislam)

Bangla Sign Language Translation with Transformer Model Architecture on BTVSL Dataset Confirmation Report
Performed By: 1805038
Advisor: Dr. Muhammad Abdullah Adnan (adnan)

Enhancing Lightning Forecasts with a Novel Deep Learning Architecture Confirmation Report
Performed By: 1805097, 1805097, 1705107
Advisor: Dr. Tanzima Hashem (tanzimahashem)

Adaptive and Agnostic Client Selection in Federated Learning Using Particle Swarm Optimization Confirmation Report
Performed By: 1805103
Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem)

A Reference Free Method for Single Cell RNA-seq Data Confirmation Report
Performed By: 1805019, 1805111
Advisor: Dr. Atif Hasan Rahman (atif)

General Purpose Instruction-Tuned Model Development for the Bengali Language Confirmation Report
Performed By: 1805029, 1805011
Advisor: Dr. Rifat Shahriyar (rifat)

MCVFL - Multi Cluster Vertical Federated Learning Confirmation Report
Performed By: 1805023
Advisor: Dr. Muhammad Abdullah Adnan (adnan)

K-BERT-En: Integrating Knowledge Graphs for Improved English Language Representation Confirmation Report
Performed By: 1805104, 1805116
Advisor: Dr. Muhammad Masroor Ali (mmasroorali)

Structural Variant Calling in Genomes Using Deep Learning. Confirmation Report
Performed By: 1805036, 1805010
Advisor: Dr. Atif Hasan Rahman (atif)

Effective Retrieval-Augmented Generation for Open Domain Question Answering in Bengali Confirmation Report
Performed By: 1805064, 1805061, 1805064
Advisor: Dr. Rifat Shahriyar (rifat)

Dynamic Leader Election coupled with Task Scheduling in a Distributed System Confirmation Report
Performed By: 1805057, 1805047
Advisor: Dr. Rezwana Reaz (rezwana)

Enhancing Cyber Threat Intelligence with Transformer-Based Models: A Comparative Analysis with Few-Shot Learning Confirmation Report
Performed By: 1805027
Advisor: Dr. Md. Shohrab Hossain (mshohrabhossain)

Differential Analysis of Gene Regulatory Network to Restore Gene Expression Confirmation Report
Performed By: 1805079, 1805009, 1805079
Advisor: Dr. Atif Hasan Rahman (atif)

Augmenting Transformer Architecture with External Knowledge Sources for Enhanced Commonsense Reasoning Confirmation Report
Performed By: 1805114, 1805071, 1805075
Advisor: Dr. Muhammad Masroor Ali (mmasroorali)

A new benchmark dataset for logo image retrieval Confirmation Report
Performed By: 1805092
Advisor: Dr. Md. Monirul Islam (mmislam)

CCA-MAC: A Novel Conflict-free Collision Avoidance MAC Protocol for In-band Full-duplex Wireless Ad-hoc Networks Confirmation Report
Performed By: 1805090, 1805089
Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman)

ClientShield: Malicious Clients Avoidance in Federated Learning with the Help of an Ant Confirmation Report
Performed By: 1805049, 1805098
Advisor: Dr. Muhammad Ali Nayeem (ali_nayeem)

The study on Linear Layouts of Graphs Using the Restricted Input Queue (RIQ) Data Structure Confirmation Report
Performed By: 1805091
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Enhancing Optical Coherence Tomography with Modified Deep Image Prior for Improved Denoising via Early Stopping Convergence Confirmation Report
Performed By: 1805101
Advisor: Dr. Md. Monirul Islam (mmislam)

Detection of Counterfeit Currency Using Template Matching and OVI Detection in Image Processing Confirmation Report
Performed By: 1805118, 1805095, 1805118
Advisor: Dr. Md. Monirul Islam (mmislam)

On the robustness to gene tree rooting (or lack thereof) of triplet-based species tree estimation methods Confirmation Report
Performed By: 1805006, 1805003
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Improved phylogenetic estimation by correcting quartet distribution Confirmation Report
Performed By: 1805026
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Comprehensive Feature Selection and Biological Relevance Analysis in Multi-Disease Gene Expression Data Confirmation Report
Performed By: 1805117
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Bangla Document Digitization using CNN Confirmation Report
Performed By: 1805046, 1805024, 1805065
Advisor: Dr. Md. Monirul Islam (mdmonirulislam)

Risk Assessment of Hip Fracture by Morphological Study Using Machine Learning Confirmation Report
Performed By: 1805072, 1805041
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

A Quantitative Analysis of Severity Grading of Knee Osteoarthritis Confirmation Report
Performed By: 1805060, 1805048
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

Impact of Different Deep Learning Models in 3D Reconstruction of Proximal Femur from QCT Images Confirmation Report
Performed By: 1805108
Advisor: Dr. Mahmuda Naznin (mahmudanaznin)

Interpreting Alzheimer’s Disease Models: Feature Interactions and Temporal Analysis Confirmation Report
Performed By: 1805002, 1805033
Advisor: Dr. M. Sohel Rahman (msrahman)

wQFM-TREE: highly accurate and scalable quartet-based species tree inference from gene trees Confirmation Report
Performed By: 1805015, 1805008
Advisor: Dr. Md. Shamsuzzoha Bayzid (bayzid)

Overlapping Community Detection in Edge-Attributed Large Protein-Protein Interaction Networks Confirmation Report
Performed By: 1805084
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Adaptive U-Net: Adaptive Depth and Filter Size U-Net Architecture for Image Segmentation Confirmation Report
Performed By: 1805044, 1805018
Advisor: Dr. Md. Monirul Islam (mdmonirulislam)

Advancing Automatic Code Review and Code Refinement Generation Using Large Language Models Confirmation Report
Performed By: 1805112, 1805062, 1805106
Advisor: Dr. Anindya Iqbal (anindyaiqbal)

FedCrime: A Federated Learning Based Crime Prediction Model Confirmation Report
Performed By: 1805085, 1805096
Advisor: Dr. Tanzima Hashem (tanzimahashem)

Effect of Emotional Expressions on Facial Landmark-based Face Recognition Confirmation Report
Performed By: 1805099, 1805051, 1805100
Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman)

GraphAge: Decoding Epigenetic Aging through Co-Methylation Network Analysis Using GNN and GNN explainer Confirmation Report
Performed By: 1805031, 1805035
Advisor: Dr. M. Sohel Rahman (msrahman)

A novel approach to detect PTSD: Integrating computer vision with traditional questionnaire Confirmation Report
Performed By: 1805110, 1805086, 1805110
Advisor: Dr. Sadia Sharmin (sadia)

Enhancing Earthquake Early Warning: Real-Time Intensity Prediction with Contrastive Learning and DenseLoss Confirmation Report
Performed By: 1805074, 1805087
Advisor: Dr. Mohammed Eunus Ali (eunus)

A Comparative Analysis of Vision Transformer and CNN for Bangla Handwritten Character Recognition Confirmation Report
Performed By: 1605021
Advisor: Dr. Rifat Shahriyar (rifat)

OVERLAPPING COMMUNITY DETECTION IN PROTEIN-PROTEIN INTERACTION NETWORK Confirmation Report
Performed By: 1805058
Advisor: Dr. Sadia Sharmin (sadia)

Enhancing Workforce Management with Face Recognition Based Attendance System in Garment Manufacturing Confirmation Report
Performed By: 1805105, 1805102
Advisor: Dr. Md. Mostofa Akbar (mostofa)

A Reinforcement Learning Based Approach for Planning Green Routes in Road Networks Confirmation Report
Performed By: 1805037, 1805037
Advisor: Dr. Tanzima Hashem (tanzimahashem)

A Cell-Cell Communication Based Prediction Model for Target Gene Expression in Single Cell Spatial Transcriptomics Data Confirmation Report
Performed By: 1805068
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

A Multimodal Approach to Analyze Parkinson’s Disease with Remote Tasks Confirmation Report
Performed By: 1805069
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

Analysis of aging in spatially resolved tissue samples Confirmation Report
Performed By: 1805082
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

A Study on ChatGPT and its Impact on the Landscape of Primary Education in Bangladesh Confirmation Report
Performed By: 1005056
Advisor: Dr. A.K.M. Ashikur Rahman (ashikurrahman)

Faster and Improved CD-MAWS with Suffix Automata Confirmation Report
Performed By: 1805022
Advisor: Dr. Mohammad Saifur Rahman (mrahman)

MapGPT: Eliciting Geo-Spatial Reasoning in Large Language Models for Popular Path Query Confirmation Report
Performed By: 1805093, 1805055
Advisor: Dr. Mohammed Eunus Ali (eunus)

A New Framework for Enhancing Fidelity of Time-Series Data through Imputation and Anomaly Correction Confirmation Report
Performed By: 1805042
Advisor: Dr. A. B. M. Alim Al Islam (razi)

Dependency and Priority Based Multi-Queue IoT Task Scheduling in Heterogeneous Systems Confirmation Report
Performed By: 1805076, 1805067, 1805076
Advisor: Dr. Rezwana Reaz (rezwana)

Adaptive Duty Cycling Leveraging Heterogeneous Sleep Modes for Modbus-basedWired IoT Systems Confirmation Report
Performed By: 1805088, 1805028, 1805088
Advisor: Dr. A. B. M. Alim Al Islam (razi)

Do Self-Translate Prompts Always Work: A Case Study For the Non-Latin Based Bangla Language Confirmation Report
Performed By: 1805007, 1805012
Advisor: Dr. Muhammad Abdullah Adnan (adnan)

A Comprehensive Study on Table Parsing in Scanned Document Images: Challenges and Solutions Confirmation Report
Performed By: 1805109, 1805001
Advisor: Dr. Anindya Iqbal (anindyaiqbal)

Towards Intelligent Traffic Signaling in Dhaka City Based on Vehicle Detection and Congestion Optimization Confirmation Report
Performed By: 1805077, 1805052
Advisor: Dr. A. B. M. Alim Al Islam (razi)

Incorporating Multimodal Data In Alzheimer’s Disease Detection Confirmation Report
Performed By: 1805073
Advisor: Dr. M. Sohel Rahman (msrahman)

Faster Algorithms for Grid and Layered Drawings of Plane 3-Trees Confirmation Report
Performed By: 1805045, 1805016
Advisor: Dr. Md. Saidur Rahman (saidurrahman)

Unveiling Crop Diversity through a Bat Algorithm-Driven Framework for Multispectral Satellite Image Analysis Confirmation Report
Performed By: 1705111
Advisor: Dr. Md. Monirul Islam (mdmonirulislam)

Undergraduate Thesis:

Thesis Year: 2024