Marzia Zaman - RankMe

89 papers B 15C 5Misc 2Journal 26Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Lightweight IoT Intrusion Detection via Feature and Sample Reduction With Multi-Client Ensemble for Zero-Day Attacks. IEEE Access Hongwei Zhang, Darshana Upadhyay, Marzia Zaman, Srinivas Sampalli
2025	—	`conf`	A Benchmark and Optimization Framework for ML and LLM-Based Health Triage. ICDM (Workshops) Md. Jobayer Rahman, Shamim Ahamed, Fahim Faisal Deepto, Marzia Zaman, Ashraful Islam, Farhana Sarker, Khondaker Abdullah Al Mamun
2025	J	`jnl`	Artificial intelligence-based risk assessment tools for sexual, reproductive and mental health: a systematic review. BMC Medical Informatics Decis. Mak. Shifat Islam, Rifat Shahriyar, Abhishek Agarwala, Marzia Zaman, Shamim Ahamed, Rifat Rahman, Moinul H. Chowdhury, Farhana Sarker, Khondaker Abdullah Al Mamun
2025	J	`jnl`	FedChallenger: A Robust Challenge-Response and Aggregation Strategy to Defend Poisoning Attacks in Federated Learning. IEEE Access M. A. Moyeen, Kuljeet Kaur, Anjali Agarwal, Ricardo Manzano S., Marzia Zaman, Nishith Goel
2025	J	`jnl`	Federated Learning Framework Based on Distributed Storage and Diffusion Model for Intrusion Detection on IoT Networks. IEEE Access Ricardo Manzano, Marzia Zaman, Darshana Upadhyay, Nishith Goel, Srinivas Sampalli
2025	B	`conf`	Predicting Wildfire Burned Areas Using Graph Neural Networks. COMPSAC Ursula Das, Kshirasagar Naik, Pin-Han Ho, Marzia Zaman, Chung-Horng Lung, Srinivas Sampalli, Thambirajah Ravichandran
2025	J	`jnl`	SC-MLIDS: Fusion-based Machine Learning Framework for Intrusion Detection in Wireless Sensor Networks. Ad Hoc Networks Hongwei Zhang, Darshana Upadhyay, Marzia Zaman, Achin Jain, Srinivas Sampalli
2025	—	`conf`	SignDefence: Byzantine-Robust Federated Learning with Sign Direction and Leaky ReLU. ICC M. A. Moyeen, Kuljeet Kaur, Anjali Agarwal, Ricardo Manzano S., Marzia Zaman, Nishith Goel
2025	—	`conf`	Synthetic Power Flow Data Generation Using Physics-Informed Denoising Diffusion Probabilistic Models. SmartGridComm Junfei Wang, Darshana Upadhyay, Marzia Zaman, Pirathayini Srikantha
2025	J	`jnl`	Synthetic Power Flow Data Generation Using Physics-Informed Denoising Diffusion Probabilistic Models. CoRR Junfei Wang, Darshana Upadhyay, Marzia Zaman, Pirathayini Srikantha
2025	—	`conf`	Unsupervised Physics-Informed Transfer Learning for Power Flow. SmartGridComm Dorsa Nazari, Pirathayini Srikantha, Marzia Zaman, Darshana Upadhyay
2025	B	`conf`	Vegetation Land Cover and Forest Fires in Canada: An Analytical Data Visualization. COMPSAC Abdul Mutakabbir, Chung-Horng Lung, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli, Thambirajah Ravichandran
2025	B	`conf`	Vi-Net: A Hybrid Semantic Segmentation Approach for Enhanced Wildfire Spread Prediction. COMPSAC Manavjit Singh Dhindsa, Kshirasagar Naik, Pin-Han Ho, Marzia Zaman, Chung-Horng Lung, Srinivas Sampalli, Thambirajah Ravichandran
2024	B	`conf`	A Federated Learning Framework Based on Spatio-Temporal Agnostic Subsampling (STAS) for Forest Fire Prediction. COMPSAC Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Kshirasagar Naik, Marzia Zaman, Richard Purcell, Srinivas Sampalli, Thambirajah Ravichandran
2024	B	`conf`	A Hybrid Machine Learning Intrusion Detection System for Wireless Sensor Networks. IWCMC Hongwei Zhang, Marzia Zaman, Achin Jain, Srinivas Sampalli
2024	—	`conf`	Big Data Synthesis and Class Imbalance Rectification for Enhanced Forest Fire Classification Modeling. ICAART (2) Fatemeh Tavakoli, Kshirasagar Naik, Marzia Zaman, Richard Purcell, Srinivas Sampalli, Abdul Mutakabbir, Chung-Horng Lung, Thambirajah Ravichandran
2024	—	`conf`	IoT Sensor Deployment in the Wildland Urban Interface: Leveraging Fire Risk Analysis. WF-IoT Richard Purcell, Kshirasagar Naik, Marzia Zaman, Chung-Horng Lung, Srinivas Sampalli, Abdul Mutakabbir, Manavjit Singh Dhindsa, Ursula Das
2024	J	`jnl`	Knowledge Graph Generation and Application for Unstructured Data Using Data Processing Pipeline. IEEE Access Sushmi Thushara Sukumar, Chung-Horng Lung, Marzia Zaman, Ritesh Panday
2024	J	`jnl`	Multi-Phase Quantum Resistant Framework for Secure Communication in SCADA Systems. IEEE Trans. Dependable Secur. Comput. Sagarika Ghosh, Marzia Zaman, Rohit Joshi, Srinivas Sampalli
2024	J	`jnl`	Securing industrial control systems: Developing a SCADA/IoT test bench and evaluating lightweight cipher performance on hardware simulator. Int. J. Crit. Infrastructure Prot. Darshana Upadhyay, Sagarika Ghosh, Hiroyuki Ohno, Marzia Zaman, Srinivas Sampalli
2024	J	`jnl`	Using IOTA Tangle and Machine Learning for a Defensive Model-Based Approach Against Replication Attacks on Wireless Sensor Networks. IEEE Access Reza Soltani, Marzia Zaman, Darshana Upadhyay, Achin Jain, Srinivas Sampalli
2023	B	`conf`	A Data Integration Framework with Multi-Source Big Data for Enhanced Forest Fire Prediction. IEEE Big Data Parveen Kaur, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli, Chung-Horng Lung, Marzia Zaman, Abdul Mutakabbir
2023	—	`conf`	A Framework Using Federated Learning for IoT-Based Forest Fire Prediction. IoTaIS Richard Purcell, Kshirasagar Naik, Chung-Horng Lung, Marzia Zaman, Srinivas Sampalli, Abdul Mutakabbir
2023	—	`conf`	Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets. EUROCON Darshana Upadhyay, Qiaodan Luo, Jaume Manero, Marzia Zaman, Srinivas Sampalli
2023	B	`conf`	Data Balancing and CNN based Network Intrusion Detection System. WCNC Omar Elghalhoud, Kshirasagar Naik, Marzia Zaman, Ricardo Manzano S.
2023	J	`jnl`	Detection of Anomalous Behavior of Smartphone Devices using Changepoint Analysis and Machine Learning Techniques. DTRAP Ricardo Alejandro Manzano Sanchez, Kshirasagar Naik, Abdurhman Albasir, Marzia Zaman, Nishith Goel
2023	B	`conf`	FedChallenger: Challenge-Response-Based Defence for Federated Learning Against Byzantine Attacks. GLOBECOM M. A. Moyeen, Kuljeet Kaur, Anjali Agarwal, Ricardo Manzano S., Marzia Zaman, Nishith Goel
2023	—	`conf`	Forest Fire Prediction Using Multi-Source Deep Learning. BDTA Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli
2023	B	`conf`	Knowledge Graph Generation for Unstructured Data Using Data Processing Pipeline. COMPSAC Sushmi Thushara Sukumar, Chung-Horng Lung, Marzia Zaman
2023	B	`conf`	Performance Evaluation of Transformer-based NLP Models on Fake News Detection Datasets. COMPSAC Raveen Narendra Babu, Chung-Horng Lung, Marzia Zaman
2023	B	`conf`	Spatio-Temporal Agnostic Deep Learning Modeling of Forest Fire Prediction Using Weather Data. COMPSAC Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli
2023	J	`jnl`	Validation of a Machine Learning-Based IDS Design Framework Using ORNL Datasets for Power System With SCADA. IEEE Access Marzia Zaman, Darshana Upadhyay, Chung-Horng Lung
2022	J	`jnl`	A Quantum-Based Signcryption for Supervisory Control and Data Acquisition (SCADA) Networks. Symmetry Sagarika Ghosh, Marzia Zaman, Bernard Plourde, Srinivas Sampalli
2022	J	`jnl`	An Efficient Key Management and Multi-Layered Security Framework for SCADA Systems. IEEE Trans. Netw. Serv. Manag. Darshana Upadhyay, Marzia Zaman, Rohit Joshi, Srinivas Sampalli
2022	—	`conf`	Anomaly Detection in SACP Cell Data using Changepoint and One-Class SVM. BlackSeaCom A. Ahjolia, D. Jariwala, Kshirasagar Naik, M. Bhuyian, Bernard Plourde, G. Sakauye, Marzia Zaman
2022	—	`conf`	Data Balancing and Hyper-parameter Optimization for Machine Learning Algorithms for Secure IoT Networks. Q2SWinet Omar Elghalhoud, Kshirasagar Naik, Marzia Zaman, Nishith Goel
2022	—	`conf`	Design of a Machine Learning Based Intrusion Detection Framework and Methodology for IoT Networks. CCWC Ricardo Manzano S., Nishith Goel, Marzia Zaman, Rohit Joshi, Kshirasagar Naik
2022	J	`jnl`	Investigating the Avalanche Effect of Various Cryptographically Secure Hash Functions and Hash-Based Applications. IEEE Access Darshana Upadhyay, Nupur Gaikwad, Marzia Zaman, Srinivas Sampalli
2022	J	`jnl`	Towards Developing a Robust Intrusion Detection Model Using Hadoop-Spark and Data Augmentation for IoT Networks. Sensors Ricardo Alejandro Manzano Sanchez, Marzia Zaman, Nishith Goel, Kshirasagar Naik, Rohit Joshi
2021	—	`conf`	Analytical Modeling and Prediction of Cloud Workload. ICC Workshops Tariq Daradkeh, Anjali Agarwal, Marzia Zaman, Ricardo Manzano S.
2021	—	`conf`	Container Placement for Resource Utilization in Cyber Physical Cloud Systems. ICC Workshops Yanal Alahmad, Anjali Agarwal, Marzia Zaman, Nishith Goel
2021	—	`conf`	Energy-Efficient Algorithm for Robot-Assisted Sensor Deployment. CCECE Joseph Valencic, Lovina Saxena, Rohit Joshi, Marzia Zaman
2021	J	`jnl`	Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids. IEEE Trans. Netw. Serv. Manag. Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli
2021	J	`jnl`	Intrusion Detection in SCADA Based Power Grids: Recursive Feature Elimination Model With Majority Vote Ensemble Algorithm. IEEE Trans. Netw. Sci. Eng. Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli
2021	—	`conf`	Neural Network Based Regression Model for Virtual Machines Migration Method Selection. ICC Workshops Mohammad A. Altahat, Anjali Agarwal, Nishith Goel, Marzia Zaman
2021	—	`conf`	Time Series Forecasting using Facebook Prophet for Cloud Resource Management. ICC Workshops Mustafa Daraghmeh, Anjali Agarwal, Ricardo Manzano, Marzia Zaman
2020	J	`jnl`	Dynamic K-Means Clustering of Workload and Cloud Resource Configuration for Cloud Elastic Model. IEEE Access Tariq Daradkeh, Anjali Agarwal, Marzia Zaman, Nishith Goel
2018	—	`conf`	A Methodology for Generating Tests for Evaluating User-Centric Performance of Mobile Streaming Applications. MODELSWARD (Revised Selected Papers) Mustafa Al-tekreeti, Kshirasagar Naik, Atef Abdrabou, Marzia Zaman, Pradeep Srivastava
2018	—	`conf`	A Power Signal Based Dynamic Approach to Detecting Anomalous Behavior in Wireless Devices. MobiWac Robin Joe Prabhahar Soundar Raja James, Abdurhman Ali Albasir, Kshirasagar Naik, Marzia Zaman, Nishith Goel
2018	—	`conf`	Analysis and Comparison of Live Virtual Machine Migration Methods. FiCloud Mohammad A. Altahat, Anjali Agarwal, Nishith Goel, Marzia Zaman
2018	J	`jnl`	Characterization and Detection of Tail Energy Bugs in Smartphones. IEEE Access Abdul Muqtadir Abbasi, Mustafa Al-tekreeti, Kshirasagar Naik, Amiya Nayak, Pradeep Srivastava, Marzia Zaman
2018	—	`conf`	Energy Routers for Residential AC Nano-PV Systems: Control and Security Considerations. CCECE A. James Kozlowski, Vineet Srivastava, Ron Church, Marzia Zaman
2018	B	`conf`	Evaluation of machine learning techniques for network intrusion detection. NOMS Marzia Zaman, Chung-Horng Lung
2018	—	`conf`	Linear and Logistic Regression Based Monitoring for Resource Management in Cloud Networks. FiCloud Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
2018	J	`jnl`	Markov Prediction Model for Host Load Detection and VM Placement in Live Migration. IEEE Access Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
2018	—	`conf`	Real Time Metering of Cloud Resource Reading Accurate Data Source Using Optimal Message Serialization and Format. IEEE CLOUD Tariq Daradkeh, Anjali Agarwal, Nishith Goel, Marzia Zaman
2018	C	`conf`	Regression-Based Dynamic Provisioning and Monitoring for Responsive Resources in Cloud Infrastructure Networks. AICCSA Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
2018	C	`conf`	Test Generation for Performance Evaluation of Mobile Multimedia Streaming Applications. MODELSWARD Mustafa Al-tekreeti, Kshirasagar Naik, Atef Abdrabou, Marzia Zaman, Pradeep Srivastava
2017	—	`conf`	A Markov-Based Prediction Model for Host Load Detection in Live VM Migration. FiCloud Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
2017	B	`conf`	Detection of anomalous behavior of smartphones using signal processing and machine learning techniques. PIMRC R. Soundar Raja James, Abdurhman Albasir, Kshirasagar Naik, Mohamed-Yahia Dabbagh, Prajna Dash, Marzia Zaman, Nishith Goel
2017	—	`conf`	Detection of unknown applications in smartphones: A signal processing perspective. CCECE Robin Joe Prabhahar Soundar Raja James, Abdurhman Albasir, Kshirasagar Naik, Mohamed-Yahia Dabbagh, Prajna Dash, Marzia Zaman, Nishith Goel
2017	B	`conf`	Live VM Migration Across Cloud Data Centers. MASS Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Nishith Goel, Marzia Zaman
2016	J	`jnl`	Power trading in cognitive radio networks. J. Netw. Comput. Appl. Mahmoud Khasawneh, Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman
2014	J	`jnl`	Applications architectures and protocol design issues for cognitive radio networks: a survey. Int. J. Wirel. Mob. Comput. Saed Alrabaee, Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman
2014	—	`conf`	Resource management techniques for handling uncertainties in user estimated job execution times. SPECTS Phuong Hoang, Shikharesh Majumdar, Marzia Zaman, Pradeep Srivastava, Nishith Goel
2013	B	`conf`	A Framework for Automatic Resource Provisioning for Private Clouds. CCGRID Jose Orlando Melendez, Anshuman Biswas, Shikharesh Majumdar, Biswajit Nandy, Marzia Zaman, Pradeep Srivastava, Nishith Goel
2012	Misc	`conf`	A game theoretic approach to power trading in cognitive radio systems. SoftCOM Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee
2012	—	`conf`	A game theoretic approach to spectrum management in cognitive radio network. ICUMT Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
2012	—	`conf`	A game theory approach: Dynamic behaviours for spectrum management in cognitive radio network. GLOBECOM Workshops Saed Alrabaee, Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman
2012	—	`conf`	A price setting approach to power trading in cognitive radio networks. ICUMT Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee
2012	—	`conf`	Comparison of Spectrum Management without Game Theory (SMWG) and with Game Theory (SMG) for Network Performance in Cognitive Radio Network. BWCCA Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
2012	—	`conf`	Exposing resources as Web services: A performance oriented approach. SPECTS Ravishankar Kanagasundaram, Shikharesh Majumdar, Marzia Zaman, Pradeep Srivastava, Nishith Goel
2012	—	`conf`	Higher layer issues in cognitive radio network. ICACCI Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
2012	—	`conf`	Middleware architecture for sensor-based bridge infrastructure management. SpringSim (CNS) Shikharesh Majumdar, Muhammad Asif, Jose Orlando Melendez, Ravishankar Kanagasundaram, David T. Lau, Biswajit Nandy, Marzia Zaman, Pradeep Srivastava, Nishith Goel
2012	Misc	`conf`	Reusing and converting code clones to aspects - An algorithmic approach. IRI Samuel Ajila, Angad S. Gakhar, Chung-Horng Lung, Marzia Zaman
2012	—	`conf`	Routing Management Algorithm Based on Spectrum Trading and Spectrum Competition in Cognitive Radio Networks. BWCCA Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
2012	—	`conf`	Sureness efficient energy technique for cooperative spectrum sensing in cognitive radios. TEMU Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee
2011	—	`conf`	Environmental impact on optimization analysis for standalone and hybrid power generating units. CCECE Amar Kumar, Marzia Zaman, Nita Goel, Nishith Goel, Ron Church
2010	—	`conf`	A knowledge-base tool for testing VoIP gateway. CCECE Marzia Zaman, Nishith Goel, Goutam Shaw
2010	—	`ed.`	E-business Technology and Strategy - International Conference, CETS 2010, Ottawa, Canada, September 29-30, 2010. Proceedings CETS Marzia Zaman, Yawei Liang, Sohail M. Siddiqui, Tim Wang, Vincent Liu, Ceecee Lu
2007	J	`jnl`	Software Architecture Decomposition Using Attributes. Int. J. Softw. Eng. Knowl. Eng. Chung-Horng Lung, Xia Xu, Marzia Zaman
2007	—	`conf`	Towards A Performance-Oriented Self-Adaptive System. Software Engineering Research and Practice Chung-Horng Lung, Xiu Zhang, Greg Franks, Marzia Zaman
2006	J	`jnl`	Program restructuring using clustering techniques. J. Syst. Softw. Chung-Horng Lung, Xia Xu, Marzia Zaman, Anand Srinivasan
2005	C	`conf`	Application of Design Combinatorial Theory to Scenario-Based Software Architecture Analysis. SEKE Chung-Horng Lung, Marzia Zaman
2005	—	`conf`	Reflection on Software Architecture Practices - What Works, What Remains to Be Seen, and What Are the Gaps. WICSA Chung-Horng Lung, Marzia Zaman, Nishith Goel
2005	C	`conf`	Software Architecture Decomposition Using Attributes. SEKE Chung-Horng Lung, Xia Xu, Marzia Zaman
2004	J	`jnl`	Applications of clustering techniques to software partitioning, recovery and restructuring. J. Syst. Softw. Chung-Horng Lung, Marzia Zaman, Amit Nandi
2004	C	`conf`	Program Restructuring Through Clustering Techniques. SCAM Xia Xu, Chung-Horng Lung, Marzia Zaman, Anand Srinivasan
2004	—	`conf`	Using Clustering Technique to Restructure Programs. Software Engineering Research and Practice Chung-Horng Lung, Marzia Zaman