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AHSANULLAH UNIVERSITY OF SCIENCE AND TECHNOLOGY

Department of

Computer Science and Engineering




Mr. Saha Reno



Designation: Assistant Professor

Email: reno.cse@aust.edu

Office Extension:

Room No: 7A01/M

Google Scholar Profile

Scopus Profile

Orcid Profile



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 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
  • 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
  • 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

  • Exploring Weka and Python for Educational Data Mining: Naïve Bayes vs. J48, 2024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), 2024
  • Utilizing Ethereum-Based Lending System to Prevent Defaulting on Loans, 2022 4th International Conference on Data, Engineering and Applications (IDEA), 2024
  • Breaking the Blockchain Trilemma: A Comprehensive Consensus Mechanism for Ensuring Security, Scalability, and Decentralization, IET Software, 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
  • TrilemmaGuard: Safeguarding against the Challenges Posed by Blockchain Trilemma, 2023 26th International Conference on Computer and Information Technology (ICCIT), 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
  • 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
  • An Off-Chain-Based Blockchain with Improved Decentralization, 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
  • 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
  • Face Mask Detection Using Viola-Jones and Cascade Classifier, 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), 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
  • 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
  • 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
  • Bengali News Headline Categorization: A Comprehensive Analysis of Machine Learning and Deep Learning Approach, BAIUST Academic Journal (BAJ), 2023
  • Advancements in Scalability of Blockchain Infrastructure through IPFS and Dual Blockchain Methodology, The Journal of Supercomputing, 2023
  • Analysis of Netcode, Latency, and Packet-loss in Online Multiplayer Games, 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), 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
  • Robust Multi-Domain Descriptive Text Classification Leveraging Conventional and Hybrid Deep Learning Models, International Journal of Information Technology, 2023
  • Securing E-Passport Management Using Private-Permissioned Blockchain and IPFS, 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2023
  • Securing Ride-Sharing Service Using IPFS and Hyperledger Based on Private Blockchain, 2021 24th International Conference on Computer and Information Technology (ICCIT), 2022
  • Securing Certificate Management System Using Hyperledger Based Private Blockchain, 2022 International Conference on Innovations in Science, Engineering and Technology (ICISET), 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
  • 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
  • Securing Smart Card Management Using Hyperledger Based Private Blockchain, 2022 3rd International Conference for Emerging Technology (INCET), 2022
  • Mitigating Loan Associated Financial Risk Using Blockchain Based Lending System, Applied Computer Science, 2021
  • Securing Medical Forensic System Using Hyperledger Based Private Blockchain, 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2021
  • Counterfeit Medicine Identification Using Hyperledger Based Private Blockchain, 2021 2nd International Conference for Emerging Technology (INCET), 2021
  • 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
  • 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
  • Implementation of Private Blockchain in Smart Card Management System, BAIUST Academic Journal (BAJ), 2020