Selected Publications
Current Work in Progress
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Now Working on Research paper - "A Bayesian Gaussian Approach to Personalized Federated Learning through Dynamic-UMAP enhanced Variational Interference"
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Now Working on Research paper - "Survey on Advances in Federated Learning for Resource-Constrained IoT Devices with LEO Satellite Integration"
Chronological Overview of Published Works
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2024 Paper "A Visual Approach to Tracking Emotional Sentiment Dynamics in Social Network Commentaries" has been accepted for publication at the 18th International AAAI Conference on Web and Social Media (ICWSM 2024)
[Google Scholar].
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2024 Paper "Generative adversarial networks for data augmentation" has been accepted for publication in Data Driven Approaches on Medical Imaging [Google Scholar].
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2024 Paper "Adaptive Machine Learning-Based Threat Intelligence in Nuclear Facilities (AML-TIN): A Framework for Enhanced Cybersecurity in Nuclear Computing Environments" has been accepted for publication in (Transactions of the American Nuclear Society) [Google Scholar].
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2024 Paper "SocialGuard: Bangla Text-Based Gender Identification for Enhancing Integrity in Social Networks" has been accepted for publication at the 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024) [Google Scholar].
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2024 Paper "SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment" has been accepted for publication at the 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024) [Google Scholar].
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2024 Paper "Towards Communication-Efficient Federated Learning Through Particle Swarm Optimization and Knowledge Distillation" has been accepted for publication at the 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024) [Google Scholar].
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2024 Paper "SCAN: A HealthCare Personalized ChatBot with Federated Learning Based GPT" has been accepted for publication at the 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024) [Google Scholar].
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2024 Paper "Advancements in Multimodal Social Media Post Summarization: Integrating GPT-4 for Enhanced Understanding" has been accepted for publication at the 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024) [Google Scholar].
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2024 Paper "SocFedGPT: Federated GPT-based Adaptive Content Filtering System Leveraging User Interactions in Social Networks" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "4WHContext: A Context Based Hate Speech Detection Framework From Social Media Posts" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "SocialRec: User Activity Based Post Weighted Dynamic Personalized Post Recommendation System in Social Media" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "Bangla Emotion Detection Dataset With An Extended Taxonomy And Its Evaluation" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "EVOLVE: Predicting User Evolution and Network Dynamics in Social Media Using Fine-Tuned GPT-like Model" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "Combating Echo Chambers In Online Social Network By Increasing Content Diversity In Recommendation" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "CAMERA: Context Based Emotion Detection Framework And Its Evaluation" has been accepted for publication at the 2024 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2024 Paper "Investigating The Efficacy Of Machine Learning-Enhanced Mindfulness-Based Interventions For Individuals With Emotional And Intellectual Disabilities" has been accepted for publication [Google Scholar].
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2024 Paper "Towards Federated Learning Based Contraband Detection Within Airport Baggage X-Rays" has been accepted for publication at the International Conference on Machine Learning & Applied Network Technologies (ICMLANT) [Google Scholar].
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2023 Paper "Blockchain-Integrated Secure Framework for Enhanced E-Government Services" has been accepted for publication in Building Cybersecurity Applications with Blockchain and Smart Contracts [Google Scholar].
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2023 Paper "Monitoring Dynamics of Emotional Sentiment in Social Network Commentaries" has been accepted for publication at the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2023 Paper "Case studies on x-ray imaging, MRI and nuclear imaging" has been accepted for publication in Data Driven Approaches on Medical Imaging [Google Scholar].
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2023 Paper "Combating Identity Attacks in Online Social Networks: A Multi-Layered Framework Using Zero-Knowledge Proof and Permissioned Blockchain" has been accepted for publication at the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) [Google Scholar].
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2022 Paper "Machine Learning and Sentiment Analysis for Predicting Environmental Lead Toxicity in Children at the ZIP Code Level" has been accepted for publication at the IEEE International Conference on AI in Cybersecurity (ICAIC) [Google Scholar].
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2022 Paper "Collaborative Differentially Private Federated Learning Framework for the Prediction of Diabetic Retinopathy" has been accepted for publication at the IEEE International Conference on AI in Cybersecurity (ICAIC) [Google Scholar].
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2022 Paper "Prediction of Childhood and Pregnancy Lead Poisoning Using Deep Learning" has been accepted for publication in the Journal of Computing Sciences in Colleges [Google Scholar].
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2022 Paper "Federated Learning-based Contraband Detection within Airport Baggage X-Rays" has been accepted for publication in the Journal of Computing Sciences in Colleges [Google Scholar].
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2022 Paper "A Novel Hierarchical Federated Learning with Self-Regulated Decentralized Clustering" has been accepted for publication in the Journal of Computing Sciences in Colleges [Google Scholar].
2025 Paper "Securing SDN-Based Advanced Reactors Against DDoS Attacks Using Quantum-Inspired Ensemble Models" has been accepted for publication for Nuclear Plant Instrumentation and Control & Human-Machine Interface.