Mst. Shapna Akter - researchr alias

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Viewing Publication 1 - 30 from 30

2025

Cyberbullying Detection, Prevention, and Analysis on Social Media via Trustable LSTM-Autoencoder Networks over Synthetic Data: The TLA-NET ApproachAlfredo Cuzzocrea, Mst. Shapna Akter, Hossain Shahriar, Pablo García Bringas. fi, 17(2):84, 2025. [doi]

2024

Authentic Learning Approach for Data Poisoning Vulnerability in LLMsMst. Shapna Akter, Md. Abdur Rahman, Md. Mostafizur Rahman, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Fan Wu 0013, Muhammad Rahman 0006. compsac 2024: 1504-1505 [doi]

Quantum Adversarial Attacks: Developing Quantum FGSM AlgorithmMst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu 0013. compsac 2024: 1073-1079 [doi]

Uncovering the Interpretation of Large Language ModelsMst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu 0013. compsac 2024: 1057-1066 [doi]

Towards Analysis and Interpretation of Large Language Models for Arithmetic ReasoningMst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea. sds2 2024: 267-270 [doi]

Mitigating Insecure Outputs in Large Language Models(LLMs): A Practical Educational ModuleAbdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman, Hossain Shahriar, Akond Rahman, Fan Wu 0013. compsac 2024: 2424-2429 [doi]

M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling OutliersMomotaz Begum, Mehedi Hasan Shuvo, Md. Golam Mostofa, ABM Kamrul Islam Riad, Md Arabin Islam Talukder, Mst. Shapna Akter, Hossain Shahriar. SAC 2024: 1034-1035 [doi]

Analysis and Experimental Comparison of State-Of-The-Art Deep-Learning Classification Techniques for Cyberbullying DetectionAlfredo Cuzzocrea, Carmine Gallo, Mst. Shapna Akter, Hossain Shahriar. kes 2024: 3800-3809 [doi]

Architecture Design and Implementation of a Security Threat Data Sharing PlatformChase Lamkin, Mst. Shapna Akter, Hossain Shahriar, Guillermo Francia. compsac 2024: 1502-1503 [doi]

Fine-Tuned Variational Quantum Classifiers for Cyber Attacks Detection Based on Parameterized Quantum Circuits and OptimizersMd. Abdur Rahman, Mst. Shapna Akter, Emily Miller, Bogdan Timofti, Hossain Shahriar, Mohammad Masum, Fan Wu 0013. compsac 2024: 1067-1072 [doi]

Authentic Learning on DevOps Security with Labware: Git Hooks To Facilitate Automated Security Static AnalysisMd. Mostafizur Rahman, Abdul Barek, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman, Hossain Shahriar, Akond Rahman, Fan Wu 0013. compsac 2024: 2418-2423 [doi]

Enhancing HIPAA Compliance in AI-driven mHealth Devices Security and PrivacyABM Kamrul Islam Riad, Abdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, Tahia Islam, Md. Abdur Rahman, Md Raihan Mia, Hossain Shahriar, Fan Wu 0013, Sheikh Iqbal Ahamed. compsac 2024: 2430-2435 [doi]

EnStack: An Ensemble Stacking Framework of Large Language Models for Enhanced Vulnerability Detection in Source CodeShahriyar Zaman Ridoy, Md. Shazzad Hossain Shaon, Alfredo Cuzzocrea, Mst. Shapna Akter. bigdataconf 2024: 6356-6364 [doi]

NeuroBooster: A Robust Classifier for the Discovery of Neuropeptide Sequences based on Meta-learning ApproachMd. Shazzad Hossain Shaon, Md. Fahim Sultan, Tasmin Karim, Md. Shoaib Hossain Alshan, Alfredo Cuzzocrea, Mst. Shapna Akter. bigdataconf 2024: 6132-6141 [doi]

An Advanced Liver Disease Detection Tool with a Stacking-Ensemble-based Machine Learning ApproachMd. Shazzad Hossain Shaon, Md. Fahim Sultan, Tasmin Karim, Alfredo Cuzzocrea, Mst. Shapna Akter. bigdataconf 2024: 6123-6131 [doi]

2023

Authentic Learning Approach for Artificial Intelligence Systems Security and PrivacyMst. Shapna Akter, Hossain Shahriar, Dan Lo 0001, Nazmus Sakib, Kai Qian, Michael E. Whitman, Fan Wu 0013. compsac 2023: 1010-1012 [doi]

Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks Using a Malware Dataset: A Comparative AnalysisMst. Shapna Akter, Hossain Shahriar, Iysa Iqbal, Md Faruque Hossain, M. A. Karim, Victor Clincy, Razvan Voicu. IEEEscc 2023: 222-231 [doi]

Understanding Rural women's Experience in STEM and Non-STEM field in BangladeshMst. Shapna Akter, Nova Ahmed, Hossain Shahriar. compsac 2023: 1037-1046 [doi]

A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic DataMst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu 0013, Juanjose Rodriguez-Cardenas. bigdataconf 2023: 5418-5427 [doi]

Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future DirectionsMst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu 0013. bigdataconf 2023: 5408-5417 [doi]

Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural NetworksMst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea. compsac 2023: 765-776 [doi]

Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural NetworksMst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea. compsac 2023: 1084-1092 [doi]

2022

Towards Unsupervised Learning based Denoising of Cyber Physical System Data to Mitigate Security ConcernsMst. Shapna Akter, Hossain Shahriar. cns 2022: 1-6 [doi]

Automated Vulnerability Detection in Source Code Using Quantum Natural Language ProcessingMst. Shapna Akter, Hossain Shahriar, Zakirul Alam Bhuiya. ubisec 2023: 83-102 [doi]

Forecasting the Risk Factor of Frontier Markets: A Novel Stacking Ensemble of Neural Network ApproachMst. Shapna Akter, Hossain Shahriar, Reaz Chowdhury, M. R. C. Mahdy. fi, 14(9):252, 2022. [doi]

Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural NetworkMst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea. bigdataconf 2022: 5404-5413 [doi]

Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten WordsMst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson Leung. bigdataconf 2022: 5414-5423 [doi]

Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life DataMst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea. bigdataconf 2022: 5646-5655 [doi]

Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning AlgorithmsMst. Shapna Akter, Md Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu 0013, Alfredo Cuzzocrea. bigdataconf 2022: 5639-5645 [doi]

DuRBIN: A Comprehensive Approach to Analysis and Detection of Emerging Threats due to Network IntrusionKumar Priyansh, Ritu Dimri, Fahim Islam Anik, Mst. Shapna Akter, Nazmus Sakib, Hossain Shahriar, Md. Zakirul Alam Bhuiyan. dasc 2022: 1-8 [doi]

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