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Mst. Shapna Akter
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2020 – today
- 2024
- [c25]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Uncovering the Interpretation of Large Language Models. COMPSAC 2024: 1057-1066 - [c24]Md. Abdur Rahman
, Mst. Shapna Akter, Emily Miller, Bogdan Timofti, Hossain Shahriar, Mohammad Masum, Fan Wu:
Fine-Tuned Variational Quantum Classifiers for Cyber Attacks Detection Based on Parameterized Quantum Circuits and Optimizers. COMPSAC 2024: 1067-1072 - [c23]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Quantum Adversarial Attacks: Developing Quantum FGSM Algorithm. COMPSAC 2024: 1073-1079 - [c22]Chase Lamkin, Mst. Shapna Akter, Hossain Shahriar, Guillermo Francia:
Architecture Design and Implementation of a Security Threat Data Sharing Platform. COMPSAC 2024: 1502-1503 - [c21]Mst. Shapna Akter, Md. Abdur Rahman
Authentic Learning Approach for Data Poisoning Vulnerability in LLMs. COMPSAC 2024: 1504-1505 - [c20]Md. Mostafizur Rahman, Abdul Barek, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman
Authentic Learning on DevOps Security with Labware: Git Hooks To Facilitate Automated Security Static Analysis. COMPSAC 2024: 2418-2423 - [c19]Abdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman
Mitigating Insecure Outputs in Large Language Models(LLMs): A Practical Educational Module. COMPSAC 2024: 2424-2429 - [c18]ABM Kamrul Islam Riad, Abdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, Tahia Islam, Md. Abdur Rahman
Enhancing HIPAA Compliance in AI-driven mHealth Devices Security and Privacy. COMPSAC 2024: 2430-2435 - [c17]Momotaz Begum
M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling Outliers. SAC 2024: 1034-1035 - [c16]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
Towards Analysis and Interpretation of Large Language Models for Arithmetic Reasoning. SDS 2024: 267-270 - 2023
- [c15]Mst. Shapna Akter, Hossain Shahriar, Iysa Iqbal, Md Faruque Hossain, M. A. Karim, Victor Clincy, Razvan Voicu:
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks Using a Malware Dataset: A Comparative Analysis. SSE 2023: 222-231 - [c14]Mst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu:
Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions. IEEE Big Data 2023: 5408-5417 - [c13]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Juanjose Rodriguez-Cardenas:
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. IEEE Big Data 2023: 5418-5427 - [c12]Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea:
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. COMPSAC 2023: 765-776 - [c11]Mst. Shapna Akter, Hossain Shahriar, Dan Lo, Nazmus Sakib, Kai Qian, Michael E. Whitman, Fan Wu:
Authentic Learning Approach for Artificial Intelligence Systems Security and Privacy. COMPSAC 2023: 1010-1012 - [c10]Mst. Shapna Akter, Nova Ahmed, Hossain Shahriar:
Understanding Rural women's Experience in STEM and Non-STEM field in Bangladesh. COMPSAC 2023: 1037-1046 - [c9]Mst. Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Rahman, Atef Mohamed, Mohammad Ashiqur Rahman
Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection. COMPSAC 2023: 1057-1063 - [c8]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. COMPSAC 2023: 1084-1092 - [i13]Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea:
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. CoRR abs/2303.07484 (2023) - [i12]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung:
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. CoRR abs/2303.07514 (2023) - [i11]Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea:
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. CoRR abs/2303.07520 (2023) - [i10]Mst. Shapna Akter, Hossain Shahriar, Zakirul Alam Bhuiya:
Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing. CoRR abs/2303.07525 (2023) - [i9]Mst. Shapna Akter, Hossain Shahriar:
Towards Unsupervised Learning based Denoising of Cyber Physical System Data to Mitigate Security Concerns. CoRR abs/2303.07530 (2023) - [i8]Mst. Shapna Akter, Hossain Shahriar, Iysa Iqbal, Md Faruque Hossain, M. A. Karim, Victor Clincy, Razvan Voicu:
Exploring the Vulnerabilities of Machine Learning and Quantum Machine Learning to Adversarial Attacks using a Malware Dataset: A Comparative Analysis. CoRR abs/2305.19593 (2023) - [i7]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. CoRR abs/2306.00283 (2023) - [i6]Mst. Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Asadur Rahman, Atef Mohamed, Mohammad Ashiqur Rahman, Akond Rahman, Fan Wu:
Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection. CoRR abs/2306.00284 (2023) - [i5]Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea:
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. CoRR abs/2306.07981 (2023) - [i4]Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea:
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. CoRR abs/2306.08060 (2023) - [i3]Mst. Shapna Akter:
Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions. CoRR abs/2306.09248 (2023) - [i2]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea:
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. CoRR abs/2308.09722 (2023) - [i1]Mst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Akond Rahman
Teaching DevOps Security Education with Hands-on Labware: Automated Detection of Security Weakness in Python. CoRR abs/2311.16944 (2023) - 2022
- [j1]Mst. Shapna Akter, Hossain Shahriar, Reaz Chowdhury, M. R. C. Mahdy:
Forecasting the Risk Factor of Frontier Markets: A Novel Stacking Ensemble of Neural Network Approach. Future Internet 14(9): 252 (2022) - [c7]Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea:
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. IEEE Big Data 2022: 5404-5413 - [c6]Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung:
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. IEEE Big Data 2022: 5414-5423 - [c5]Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. IEEE Big Data 2022: 5639-5645 - [c4]Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea:
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. IEEE Big Data 2022: 5646-5655 - [c3]Mst. Shapna Akter, Hossain Shahriar:
Towards Unsupervised Learning based Denoising of Cyber Physical System Data to Mitigate Security Concerns. CNS 2022: 1-6 - [c2]Kumar Priyansh, Ritu Dimri, Fahim Islam Anik, Mst. Shapna Akter, Nazmus Sakib, Hossain Shahriar, Md. Zakirul Alam Bhuiyan:
DuRBIN: A Comprehensive Approach to Analysis and Detection of Emerging Threats due to Network Intrusion. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-8 - [c1]Mst. Shapna Akter, Hossain Shahriar, Zakirul Alam Bhuiya:
Automated Vulnerability Detection in Source Code Using Quantum Natural Language Processing. UbiSec 2022: 83-102
Coauthor Index
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