Mst. Shapna Akter

According to our database, Mst. Shapna Akter authored at least 31 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Towards Analysis and Interpretation of Large Language Models for Arithmetic Reasoning.

Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling Outliers.

Momotaz Begum, Mehedi Hasan Shuvo, Md. Golam Mostofa, ABM Kamrul Islam Riad, Md Arabin Islam Talukder, Mst. Shapna Akter, Hossain Shahriar

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Enhancing HIPAA Compliance in AI-driven mHealth Devices Security and Privacy.

ABM Kamrul Islam Riad, Abdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, Tahia Islam, Md. Abdur Rahman, Md Raihan Mia, Hossain Shahriar, Fan Wu, Sheikh Iqbal Ahamed

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Authentic Learning on DevOps Security with Labware: Git Hooks To Facilitate Automated Security Static Analysis.

Md. Mostafizur Rahman, Abdul Barek, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman, Hossain Shahriar, Akond Rahman, Fan Wu

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Fine-Tuned Variational Quantum Classifiers for Cyber Attacks Detection Based on Parameterized Quantum Circuits and Optimizers.

Md. Abdur Rahman, Mst. Shapna Akter, Emily Miller, Bogdan Timofti, Hossain Shahriar, Mohammad Masum, Fan Wu

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Architecture Design and Implementation of a Security Threat Data Sharing Platform.

Chase Lamkin, Mst. Shapna Akter, Hossain Shahriar, Guillermo Francia

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Mitigating Insecure Outputs in Large Language Models(LLMs): A Practical Educational Module.

Abdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman, Hossain Shahriar, Akond Rahman, Fan Wu

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Quantum Adversarial Attacks: Developing Quantum FGSM Algorithm.

Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Uncovering the Interpretation of Large Language Models.

Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Authentic Learning Approach for Data Poisoning Vulnerability in LLMs.

Mst. Shapna Akter, Md. Abdur Rahman, Md. Mostafizur Rahman, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Fan Wu, Muhammad Rahman

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023

Teaching DevOps Security Education with Hands-on Labware: Automated Detection of Security Weakness in Python.

Mst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Akond Rahman, Fan Wu

CoRR, 2023

A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data.

Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea

CoRR, 2023

Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions.

Mst. Shapna Akter

CoRR, 2023

Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms.

Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea

CoRR, 2023

Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection.

Mst. Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Asadur Rahman, Atef Mohamed, Mohammad Ashiqur Rahman, Akond Rahman, Fan Wu

CoRR, 2023

Authentic Learning Approach for Artificial Intelligence Systems Security and Privacy.

Mst. Shapna Akter, Hossain Shahriar, Dan Lo, Nazmus Sakib, Kai Qian, Michael E. Whitman, Fan Wu

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks.

Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks.

Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection.

Mst. Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Rahman, Atef Mohamed, Mohammad Ashiqur Rahman, Akond Rahman, Fan Wu

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Understanding Rural women's Experience in STEM and Non-STEM field in Bangladesh.

Mst. Shapna Akter, Nova Ahmed, Hossain Shahriar

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data.

Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Juanjose Rodriguez-Cardenas

Proceedings of the IEEE International Conference on Big Data, 2023

Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions.

Mst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu

Proceedings of the IEEE International Conference on Big Data, 2023

Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks Using a Malware Dataset: A Comparative Analysis.

Mst. Shapna Akter, Hossain Shahriar, Iysa Iqbal, Md Faruque Hossain, M. A. Karim, Victor Clincy, Razvan Voicu

Proceedings of the IEEE International Conference on Software Services Engineering, 2023

2022

Forecasting the Risk Factor of Frontier Markets: A Novel Stacking Ensemble of Neural Network Approach.

Mst. Shapna Akter, Hossain Shahriar, Reaz Chowdhury, M. R. C. Mahdy

Future Internet, 2022

Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing.

Mst. Shapna Akter, Hossain Shahriar, Zakirul Alam Bhuiya

Proceedings of the Ubiquitous Security - Second International Conference, 2022

DuRBIN: A Comprehensive Approach to Analysis and Detection of Emerging Threats due to Network Intrusion.

Kumar Priyansh, Ritu Dimri, Fahim Islam Anik, Mst. Shapna Akter, Nazmus Sakib, Hossain Shahriar, Md. Zakirul Alam Bhuiyan

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Towards Unsupervised Learning based Denoising of Cyber Physical System Data to Mitigate Security Concerns.

Mst. Shapna Akter, Hossain Shahriar

Proceedings of the 10th IEEE Conference on Communications and Network Security, 2022

Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network.

Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea

Proceedings of the IEEE International Conference on Big Data, 2022

Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words.

Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung

Proceedings of the IEEE International Conference on Big Data, 2022

Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data.

Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea

Proceedings of the IEEE International Conference on Big Data, 2022

Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms.

Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea

Proceedings of the IEEE International Conference on Big Data, 2022