Marzia Zaman

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 42

Top Topics

Intrusion Detection

Resource Management

Cognitive Radio

Top Venues

Publications

Fatemeh Tavakoli, Kshirasagar Naik, Marzia Zaman, Richard Purcell, Srinivas Sampalli, Abdul Mutakabbir, Chung-Horng Lung, Thambirajah Ravichandran
Big Data Synthesis and Class Imbalance Rectification for Enhanced Forest Fire Classification Modeling. ICAART (2) (2024)
Omar Elghalhoud, Kshirasagar Naik, Marzia Zaman, Ricardo Manzano S.
Data Balancing and CNN based Network Intrusion Detection System. WCNC (2023)
Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli
Forest Fire Prediction Using Multi-Source Deep Learning. BDTA (2023)
Raveen Narendra Babu, Chung-Horng Lung, Marzia Zaman
Performance Evaluation of Transformer-based NLP Models on Fake News Detection Datasets. COMPSAC (2023)
M. A. Moyeen, Kuljeet Kaur, Anjali Agarwal, Ricardo Manzano S., Marzia Zaman, Nishith Goel
FedChallenger: Challenge-Response-Based Defence for Federated Learning Against Byzantine Attacks. GLOBECOM (2023)
Richard Purcell, Kshirasagar Naik, Chung-Horng Lung, Marzia Zaman, Srinivas Sampalli, Abdul Mutakabbir
A Framework Using Federated Learning for IoT-Based Forest Fire Prediction. IoTaIS (2023)
Parveen Kaur, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli, Chung-Horng Lung, Marzia Zaman, Abdul Mutakabbir
A Data Integration Framework with Multi-Source Big Data for Enhanced Forest Fire Prediction. BigData (2023)
Marzia Zaman, Darshana Upadhyay, Chung-Horng Lung
Validation of a Machine Learning-Based IDS Design Framework Using ORNL Datasets for Power System With SCADA. IEEE Access 11 (2023)
Sushmi Thushara Sukumar, Chung-Horng Lung, Marzia Zaman
Knowledge Graph Generation for Unstructured Data Using Data Processing Pipeline. COMPSAC (2023)
Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli
Spatio-Temporal Agnostic Deep Learning Modeling of Forest Fire Prediction Using Weather Data. COMPSAC (2023)
Darshana Upadhyay, Qiaodan Luo, Jaume Manero, Marzia Zaman, Srinivas Sampalli
Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets. EUROCON (2023)
Omar Elghalhoud, Kshirasagar Naik, Marzia Zaman, Nishith Goel
Data Balancing and Hyper-parameter Optimization for Machine Learning Algorithms for Secure IoT Networks. Q2SWinet (2022)
Darshana Upadhyay, Nupur Gaikwad, Marzia Zaman, Srinivas Sampalli
Investigating the Avalanche Effect of Various Cryptographically Secure Hash Functions and Hash-Based Applications. IEEE Access 10 (2022)
Sagarika Ghosh, Marzia Zaman, Bernard Plourde, Srinivas Sampalli
A Quantum-Based Signcryption for Supervisory Control and Data Acquisition (SCADA) Networks. Symmetry 14 (8) (2022)
Darshana Upadhyay, Marzia Zaman, Rohit Joshi, Srinivas Sampalli
An Efficient Key Management and Multi-Layered Security Framework for SCADA Systems. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
A. Ahjolia, D. Jariwala, Kshirasagar Naik, M. Bhuyian, Bernard Plourde, G. Sakauye, Marzia Zaman
Anomaly Detection in SACP Cell Data using Changepoint and One-Class SVM. BlackSeaCom (2022)
Ricardo Alejandro Manzano Sanchez, Marzia Zaman, Nishith Goel, Kshirasagar Naik, Rohit Joshi
Towards Developing a Robust Intrusion Detection Model Using Hadoop-Spark and Data Augmentation for IoT Networks. Sensors 22 (20) (2022)
Ricardo Manzano S, Nishith Goel, Marzia Zaman, Rohit Joshi, Kshirasagar Naik
Design of a Machine Learning Based Intrusion Detection Framework and Methodology for IoT Networks. CCWC (2022)
Mustafa Daraghmeh, Anjali Agarwal, Ricardo Manzano, Marzia Zaman
Time Series Forecasting using Facebook Prophet for Cloud Resource Management. ICC Workshops (2021)
Yanal Alahmad, Anjali Agarwal, Marzia Zaman, Nishith Goel
Container Placement for Resource Utilization in Cyber Physical Cloud Systems. ICC Workshops (2021)
Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli
Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Mohammad A. Altahat, Anjali Agarwal, Nishith Goel, Marzia Zaman
Neural Network Based Regression Model for Virtual Machines Migration Method Selection. ICC Workshops (2021)
Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli
Intrusion Detection in SCADA Based Power Grids: Recursive Feature Elimination Model With Majority Vote Ensemble Algorithm. IEEE Trans. Netw. Sci. Eng. 8 (3) (2021)
Tariq Daradkeh, Anjali Agarwal, Marzia Zaman, Ricardo Manzano S
Analytical Modeling and Prediction of Cloud Workload. ICC Workshops (2021)
Joseph Valencic, Lovina Saxena, Rohit Joshi, Marzia Zaman
Energy-Efficient Algorithm for Robot-Assisted Sensor Deployment. CCECE (2021)
Tariq Daradkeh, Anjali Agarwal, Marzia Zaman, Nishith Goel
Dynamic K-Means Clustering of Workload and Cloud Resource Configuration for Cloud Elastic Model. IEEE Access 8 (2020)
Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
Linear and Logistic Regression Based Monitoring for Resource Management in Cloud Networks. FiCloud (2018)
Mustafa Al-tekreeti, Kshirasagar Naik, Atef Abdrabou, Marzia Zaman, Pradeep Srivastava
A Methodology for Generating Tests for Evaluating User-Centric Performance of Mobile Streaming Applications. MODELSWARD (Revised Selected Papers) (2018)
Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
Regression-Based Dynamic Provisioning and Monitoring for Responsive Resources in Cloud Infrastructure Networks. AICCSA (2018)
Tariq Daradkeh, Anjali Agarwal, Nishith Goel, Marzia Zaman
Real Time Metering of Cloud Resource Reading Accurate Data Source Using Optimal Message Serialization and Format. IEEE CLOUD (2018)
Robin Joe Prabhahar Soundar Raja James, Abdurhman Ali Albasir, Kshirasagar Naik, Marzia Zaman, Nishith Goel
A Power Signal Based Dynamic Approach to Detecting Anomalous Behavior in Wireless Devices. MobiWac (2018)
Marzia Zaman, Chung-Horng Lung
Evaluation of machine learning techniques for network intrusion detection. NOMS (2018)
Mohammad A. Altahat, Anjali Agarwal, Nishith Goel, Marzia Zaman
Analysis and Comparison of Live Virtual Machine Migration Methods. FiCloud (2018)
Mustafa Al-tekreeti, Kshirasagar Naik, Atef Abdrabou, Marzia Zaman, Pradeep Srivastava
Test Generation for Performance Evaluation of Mobile Multimedia Streaming Applications. MODELSWARD (2018)
Abdul Muqtadir Abbasi, Mustafa Al-tekreeti, Kshirasagar Naik, Amiya Nayak, Pradeep Srivastava, Marzia Zaman
Characterization and Detection of Tail Energy Bugs in Smartphones. IEEE Access 6 (2018)
Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
Markov Prediction Model for Host Load Detection and VM Placement in Live Migration. IEEE Access 6 (2018)
A. James Kozlowski, Vineet Srivastava, Ron Church, Marzia Zaman
Energy Routers for Residential AC Nano-PV Systems: Control and Security Considerations. CCECE (2018)
Robin Joe Prabhahar Soundar Raja James, Abdurhman Albasir, Kshirasagar Naik, Mohamed-Yahia Dabbagh, Prajna Dash, Marzia Zaman, Nishith Goel
Detection of unknown applications in smartphones: A signal processing perspective. CCECE (2017)
R. Soundar Raja James, Abdurhman Albasir, Kshirasagar Naik, Mohamed-Yahia Dabbagh, Prajna Dash, Marzia Zaman, Nishith Goel
Detection of anomalous behavior of smartphones using signal processing and machine learning techniques. PIMRC (2017)
Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
A Markov-Based Prediction Model for Host Load Detection in Live VM Migration. FiCloud (2017)
Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Nishith Goel, Marzia Zaman
Live VM Migration Across Cloud Data Centers. MASS (2017)
Mahmoud Khasawneh, Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman
Power trading in cognitive radio networks. J. Netw. Comput. Appl. 65 (2016)
Saed Alrabaee, Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman
Applications architectures and protocol design issues for cognitive radio networks: a survey. Int. J. Wirel. Mob. Comput. 7 (5) (2014)
Phuong Hoang, Shikharesh Majumdar, Marzia Zaman, Pradeep Srivastava, Nishith Goel
Resource management techniques for handling uncertainties in user estimated job execution times. SPECTS (2014)
Jose Orlando Melendez, Anshuman Biswas, Shikharesh Majumdar, Biswajit Nandy, Marzia Zaman, Pradeep Srivastava, Nishith Goel
A Framework for Automatic Resource Provisioning for Private Clouds. CCGRID (2013)
Samuel Ajila, Angad S. Gakhar, Chung-Horng Lung, Marzia Zaman
Reusing and converting code clones to aspects - An algorithmic approach. IRI (2012)
Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
Routing Management Algorithm Based on Spectrum Trading and Spectrum Competition in Cognitive Radio Networks. BWCCA (2012)
Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee
Sureness efficient energy technique for cooperative spectrum sensing in cognitive radios. TEMU (2012)
Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
Comparison of Spectrum Management without Game Theory (SMWG) and with Game Theory (SMG) for Network Performance in Cognitive Radio Network. BWCCA (2012)
Ravishankar Kanagasundaram, Shikharesh Majumdar, Marzia Zaman, Pradeep Srivastava, Nishith Goel
Exposing resources as Web services: A performance oriented approach. SPECTS (2012)
Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
Higher layer issues in cognitive radio network. ICACCI (2012)
Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee
A price setting approach to power trading in cognitive radio networks. ICUMT (2012)
Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh
A game theoretic approach to spectrum management in cognitive radio network. ICUMT (2012)
Saed Alrabaee, Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman
A game theory approach: Dynamic behaviours for spectrum management in cognitive radio network. GLOBECOM Workshops (2012)
Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee
A game theoretic approach to power trading in cognitive radio systems. SoftCOM (2012)
Shikharesh Majumdar, Muhammad Asif, Jose Orlando Melendez, Ravishankar Kanagasundaram, David T. Lau, Biswajit Nandy, Marzia Zaman, Pradeep Srivastava, Nishith Goel
Middleware architecture for sensor-based bridge infrastructure management. SpringSim (CNS) (2012)
Amar Kumar, Marzia Zaman, Nita Goel, Nishith Goel, Ron Church
Environmental impact on optimization analysis for standalone and hybrid power generating units. CCECE (2011)
Marzia Zaman, Nishith Goel, Goutam Shaw
A knowledge-base tool for testing VoIP gateway. CCECE (2010)
Chung-Horng Lung, Xiu Zhang, Greg Franks, Marzia Zaman
Towards A Performance-Oriented Self-Adaptive System. Software Engineering Research and Practice (2007)
Chung-Horng Lung, Xia Xu, Marzia Zaman
Software Architecture Decomposition Using Attributes. Int. J. Softw. Eng. Knowl. Eng. 17 (5) (2007)
Chung-Horng Lung, Xia Xu, Marzia Zaman, Anand Srinivasan
Program restructuring using clustering techniques. J. Syst. Softw. 79 (9) (2006)
Chung-Horng Lung, Marzia Zaman, Nishith Goel
Reflection on Software Architecture Practices - What Works, What Remains to Be Seen, and What Are the Gaps. WICSA (2005)
Chung-Horng Lung, Xia Xu, Marzia Zaman
Software Architecture Decomposition Using Attributes. SEKE (2005)
Chung-Horng Lung, Marzia Zaman
Application of Design Combinatorial Theory to Scenario-Based Software Architecture Analysis. SEKE (2005)
Chung-Horng Lung, Marzia Zaman
Using Clustering Technique to Restructure Programs. Software Engineering Research and Practice (2004)
Xia Xu, Chung-Horng Lung, Marzia Zaman, Anand Srinivasan
Program Restructuring Through Clustering Techniques. SCAM (2004)
Chung-Horng Lung, Marzia Zaman, Amit Nandi
Applications of clustering techniques to software partitioning, recovery and restructuring. J. Syst. Softw. 73 (2004)