Computer Science and Engineering

Mr. Saha Reno

Research Interests

• Blockchain
• Machine Learning
• Computer Vision

Educational Background

• Master of Science (MSc), (Computer Science and Engineering (CSE)), Chittagong University of Engineering and Technology (CUET)
• Bachelor of Science (BSc), (Computer Science and Engineering (CSE)), Bangladesh Army International University of Science and Technology (BAIUST)

Honors and Achievements

• Best Paper Award - Best Paper in Technical Session 1.3 (Data Science and Advanced Analytics I), 3rd International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2022), 2022
• Best Technical Presentation Award - Best Paper in AI, IoT, ML, DL Section, 8th IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (IEEE WIECon-ECE 2022), 2022
• Finalist at Blockchain Olympiad Bangladesh, IBCOL Foundation, 2021
• Finalist at International Blockchain Olympiad, IBCOL Foundation, 2021
• 6 Vice Chancellor’s List Certificates, Bangladesh Army International University of Science and Technology (BAIUST), 2018
• 20% - 40% Waiver for Achieving VC List Certificates from 1st-6th Semester, Bangladesh Army International University of Science and Technology (BAIUST), 2018
• Champion in BAIUST Debate Competition, Bangladesh Army International University of Science and Technology (BAIUST), 2017
• Finalist at NASA Space Apps Challenge 2016, SpaceApps, NASA, 2016
• General Quota in Higher Secondary Certificate Scholarship, Cumilla Victoria Government College, 2014
• Talent-Pool Quota in Junior Scholarship, Cumilla Zilla School, 2009
• Talent-Pool Quota in Primary Scholarship, Cumilla Zilla School, 2006

Publications

• Integrating Blockchain and Machine Learning for Enhanced Anti-Money Laundering System, International Journal of Information Technology, 2024
• Enhancing foreign exchange reserve security for central banks using Blockchain, FHE, and AWS, Journal of King Saud University - Computer and Information Sciences, 2024
• Breaking the Blockchain Trilemma: A Comprehensive Consensus Mechanism for Ensuring Security, Scalability, and Decentralization, IET Software, 2024
• Utilizing Ethereum-Based Lending System to Prevent Defaulting on Loans, 2022 4th International Conference on Data, Engineering and Applications (IDEA), 2024
• A Blockchain and Machine Learning-Based Integrated Framework for Dynamic Customs Security Enhancement with a Focus on Smuggling, 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2024
• Balancing Security, Scalability and Decentralization of Blockchain using SHBF-Based Consensus, 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2024
• SHBF: A Secure and Scalable Hybrid Blockchain Framework for Resolving Trilemma Challenges, International Journal of Information Technology, 2024
• Exploring Weka and Python for Educational Data Mining: Naïve Bayes vs. J48, 2024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), 2024
• DPoS-Based Blockchain Payments for Electrified Roads: Ensuring Security, Efficiency and Transparency, 2023 2nd International Conference on Big Data, IoT and Machine Learning (BIM), 2024
• An Off-Chain-Based Blockchain with Improved Decentralization, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2024
• TrilemmaGuard: Safeguarding against the Challenges Posed by Blockchain Trilemma, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2024
• A Novel Approach to Optimizing Transaction Processing Rate and Space Requirement of Blockchain via Off-Chain Architecture, International Journal of Information Technology, 2024
• Bengali News Headline Categorization: A Comprehensive Analysis of Machine Learning and Deep Learning Approach, BAIUST Academic Journal (BAJ), 2023
• Securing Farm Insurance Using a Private-Permissioned Blockchain Driven by Hyperledger Fabric and IPFS, 2023 2nd International Conference on Network Security and Blockchain Technology (ICNSBT), 2023
• Ensuring Transparency, Confidentiality, and Deterrence of Political Influence in Journalism using IPFS, Private, Public, and Semi-Public Blockchains, International Journal of Information Technology, 2023
• Advancements in Scalability of Blockchain Infrastructure through IPFS and Dual Blockchain Methodology, The Journal of Supercomputing, 2023
• Robust Multi-Domain Descriptive Text Classification Leveraging Conventional and Hybrid Deep Learning Models, International Journal of Information Technology, 2023
• Solving Blockchain Trilemma using Off‐chain Storage Protocol, IET Information Security, 2023
• Utilizing Hyperledger Fabric Based Private Blockchain and IPFS to Secure Educational Certificate Management, 2022 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), 2023
• Utilizing Deep Convolutional Neural Networks for Image-Based Plant Disease Detection, 2023 7th International Conference on Inventive Systems and Control (ICISC), 2023
• Minimizing Defaultation in Lending Using Blockchain-Based Loan Management System, 2022 2nd International Scientific and Practical Conference on Information Technologies and Intelligent Decision Making Systems (ITIDMS), 2023
• Securing E-Passport Management Using Private-Permissioned Blockchain and IPFS, 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023
• Utilizing Hyperledger Based Private Blockchain Technology to Secure Credit Card Payment System, 2022 25th International Conference on Computer and Information Technology (ICCIT), 2023
• Preventing Selfish Mining in Public Blockchain Using Alarming Block and Block Interval Time Approach, 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), 2023
• Analysis of Netcode, Latency, and Packet-loss in Online Multiplayer Games, 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), 2023
• Face Mask Detection Using Viola-Jones and Cascade Classifier, 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), 2023
• Utilizing Hyperledger-Based Private Blockchain to Secure E-Passport Management, 2022 3rd International Conference on Data Intelligence and Cognitive Informatics (ICDICI), 2022
• Detection of Counterfeit Medicine Using a Private and Permissioned Blockchain, 2022 2nd Asian Conference on Innovation in Technology (ASIANCON), 2022
• Utilizing Off-Chain Storage Protocol for Solving the Trilemma Issue of Blockchain, 2022 3rd International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS), 2022
• Securing Smart Card Management Using Hyperledger Based Private Blockchain, 2022 3rd International Conference for Emerging Technology (INCET), 2022
• Securing Certificate Management System Using Hyperledger Based Private Blockchain, 2022 International Conference on Innovations in Science, Engineering and Technology (ICISET), 2022
• Securing Ride-Sharing Service Using IPFS and Hyperledger Based on Private Blockchain, 2021 24th International Conference on Computer and Information Technology (ICCIT), 2022
• Decentralized Finance and Crypto Banking System Using Ethereum-based Blockchain Technology, BAIUST Academic Journal (BAJ), 2021
• Hyperledger Based Private Blockchain Technology in Pharmaceutical Manufacturing Industry for Preventing Substandard Drug Production, 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), 2021
• Utilizing IPFS and Private Blockchain to Secure Forensic Information, 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 2021
• Mitigating Loan Associated Financial Risk Using Blockchain Based Lending System, Applied Computer Science, 2021
• Counterfeit Medicine Identification Using Hyperledger Based Private Blockchain, 2021 2nd International Conference for Emerging Technology (INCET), 2021
• Clusterization of Different Vulnerable Countries for Immigrants Due to Covid-19 Using Mean Probabilistic Likelihood Score and Unsupervised Mining Algorithms, 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2021
• Securing Medical Forensic System Using Hyperledger Based Private Blockchain, 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2021
• Implementation of Private Blockchain in Smart Card Management System, BAIUST Academic Journal (BAJ), 2020