List of Publications
Peer-Reviewed Conference Articles
Mahmoud M. Badr, Mohamed I. Ibrahem, Mohamed M. E. A. Mahmoud, Waleed Alasmary, Mostafa M. Fouda, Khaled Almorairi, and Zubair Md Fadlullah, "Privacy-Preserving Federated-Learning-Based Net-Energy Forecasting," SoutheastCon 2022, Mobile, Alabama, USA, Mar.-Apr. 2022.
Kunal Thapar, Rahul Singh, Zubair Md Fadlullah, Mostafa M. Fouda, Nidal Nasser, and Asmaa Ali, “A Hybrid AI Model for Improving COVID-19 Sentiment Analysis in Social Networks,” accepted to appear in the Proc. of the 2022 IEEE International Conference on Communications (IEEE ICC’22), Seoul, South Korea, May 16–20, 2022.
Venkata S. Nagulapati, Sai R. Rapelli, Zubair Md Fadlullah, Mostafa M. Fouda, Waleed Alasmary, and Mohsen Guizani, “On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach,” accepted to appear in the Proc. of the 2022 IEEE International Conference on Communications (IEEE ICC’22), Seoul, South Korea, May16–20, 2022.
Harishma T. Haridas, Mostafa M. Fouda, Zubair Md Fadlullah, Mohamed Mahmoud, Basem M. ElHalawany, and Mohsen Guizani, “MED-GPVS: A Deep Learning-Based Joint Biomedical Image Classification and Visual Question Answering System for Precision e-Health,” accepted to appear in the Proc. of the 2022 IEEE International Conference on Communications (IEEE ICC’22), Seoul, South Korea, May 16–20, 2022.
Tahrat Tazrin, Zeba Ayaz, Mostafa M. Fouda, and Zubair Md Fadlullah, “On Energy-Efficient UAV Route Scheduling to Offload Health Data from Under-Served Rural Communities,” International Conference on Internet of Things and Intelligence Systems (IoTaIS’21), Nov. 23–24, 2021.
Vidhi Pitroda, Mostafa M. Fouda, and Zubair Md Fadlullah, “An Explainable AI Model for Interpretable Lung Disease Classification,” International Conference on Internet of Things and Intelligence Systems (IoTaIS’21), Nov. 23–24, 2021.
Komal Barge, Nidhi Patel, Mostafa M. Fouda, and Zubair Md Fadlullah, “A Systematic Comparison of Traditional and Hybrid AI Models for NHANES Big Data Analytics,” International Conference on Internet of Things and Intelligence Systems (IoTaIS’21), Nov. 23–24, 2021.
Biraj Shakya, Mostafa M. Fouda, Steve C. Chiu, and Zubair Md Fadlullah, “A Circuit-Embedded Reservoir Computer for Smart Noise Reduction of MCG Signals,” International Conference on Internet of Things and Intelligence Systems (IoTaIS’21), Nov. 23–24, 2021.
Md Yeakub Hassan, Mahzabeen Emu, Zubair Md Fadlullah, and Salimur Choudhury, ”Optimal Models for Distributing Vaccines in a Pandemic,” International Conference on Operations Research and Enterprise Systems (ICORES), to be held 2022.
Sherief Hashima, Mostafa M. Fouda, Zubair Md Fadlullah, Ehab Mahmoud Mohamed, and Kohei Hatano, “Improved UCB-based Energy-Efficient Channel Selection in Hybrid-Band Wireless Communication,” 2021 IEEE Global Communications Conference: Selected Areas in Communications: Machine Learning for Communications - Machine Learning for Communications, to appear in Proceedings, to be held in Madrid, Spain, December 2021.
Sadman Sakib, Mostafa M. Fouda, Zubair Md Fadlullah, Khalid Abualsaud, Elias Yaacoub, and Mohsen Guizani, “Asynchronous Federated Learning-based ECG Analysis for Arrhythmia Detection,” Proc. of the 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom’21), Athens, Greece, 7–10, to be held in Sep. 2021.
Md Yeakub Hassan, Salimur Choudhury, and Zubair Md Fadlullah, ”On Optimal Scheduling of OTA Software Updates for Smart Vehicles Leveraging Fog Computing,” 2021 International Wireless Communications and Mobile Computing (IWCMC) - General Symposium, Harbin, China, Jun.-Jul. 2021.
Sadman Sakib, Mostafa M. Fouda, Zubair Md Fadlullah, and Nidal Nasser, “On COVID-19 Prediction Using Asynchronous Federated Learning-Based Agile Radiograph Screening Booths,” Proc. of the 2021 IEEE International Conference on Communications (ICC’21), Montreal, Canada, Jun. 14–18, 2021.
Sadman Sakib, Mostafa M. Fouda, Muftah Al-Mahdawi, Attayeb Mohsen, Mikihiko Oogane, Yasuo Ando, and Zubair Md Fadlullah, “Noise-Removal from Spectrally-Similar Signals Using Reservoir Computing for MCG Monitoring,” Proc. of the 2021 IEEE International Conference on Communications (ICC’21), Montreal, Canada, Jun. 14–18, 2021.
Sadman Sakib, Mostafa M. Fouda, and Zubair Md Fadlullah, “A Rigorous Analysis of Biomedical Edge Computing: An Arrhythmia Classification Use-Case Leveraging Deep”, submitted to 2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS’20), Bali, Indonesia, Jan. 27–28 2021.
Mohamed I. Ibrahem, Mahmoud Badr, Mostafa M. Fouda, Mohamed M. E. A. Mahmoud, Waleed Alasmary, and Zubair Md. Fadlullah, “PMBFE: Efficient and Privacy-Preserving Monitoring and Billing Using Functional Encryption for AMI Networks,” International Symposium on Networks, Computers and Communications (ISNCC): Trust, Security and Privacy, to be held in Montreal, Canada, October 2020.
Sadman Sakib, Mostafa M. Fouda, Zubair Md. Fadlullah, and Nidal Nasser, “Migrating Intelligence from Cloud to Ultra-Edge Smart IoT Sensor Based on Deep Learning: An Arrhythmia Monitoring Use-Case,” International conference on Wireless Communications & Mobile Computing (IWCMC’20) e-Health Symposium, accepted, to be held in Cyprus (tentatively on hold due to COVID19 outbreak), Jun. 2020.
Attayeb Mohsen, Muftah Al-Mahdawi, Mostafa M. Fouda, Mikihiko Oogane, Yasuo Ando, and Zubair Md. Fadlullah, “AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application,” 2020 IEEE International Conference on Communications (ICC): SAC E-Health Track, to be held in Dublin, Ireland, Jun. 2020.
Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, and Nei Kato, “An Intelligent Packet Forwarding Approach for Disaster Recovery Networks,” IEEE International Conference on Communications (ICC 2019), Shanghai, China, May 2019.
Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, and Nei Kato, “Deep Spatiotemporal Partially Overlapping Channel Allocation: Joint CNN and Activity Vector Approach,” IEEE Global Communications Conference (GLOBECOM 2018), Abu Dhabi, United Arab Emirates, Dec. 2018.
Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, and Jiajia Liu, “On Extracting the SpatialTemporal Features of Network Trafic Patterns: A Tensor Based Deep Learning Model,” IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC 2018), Eilat, State of Israel, Dec. 2018.
Bomin Mao, Zubair Md. Fadlullah, Fengxiao Tang, Nei Kato, Osamu Akashi, Takeru Inoue, and Kimihiro Mizutani, “A Tensor Based Deep Learning Technique for Intelligent Packet Routing,” IEEE Global Communications Conference (GLOBECOM 2017), Singapore, Dec. 2017.
Shucong Jia, Zubair Md. Fadlullah, Nei Kato, and Lin Zhang, “Eco-Udc: An Energy Efficient Data Collection Method For Disaster Area Networks,” 2016 5th IEEE International Conference on Network Infrastructure and Digital Content (IEEE IC-NIDC 2016), Beijing, China, Sept. 2016.
Jie Yang, Xinyu Zhang, Yuanyuan Qiao, Zubair Md. Fadlullah, and Nei Kato, “Global and Individual Mobility Pattern Discovery Based on Hotspots,” IEEE International Conference on Communications (ICC 2015), London, UK, June 2015.
Shucong Jia, Zishan Liu, Konglin Zhu, Lin Zhang, Z. M. Fadlullah, and Nei Kato, “Bus-Ads: Bus-based Priced Advertising in VANETs using Coalition Formation Game,” IEEE International Conference on Communications (ICC 2015), London, UK, June 2015.
Jie Yang, Weicheng Li, Yuanyuan Qiao, Zubair Md. Fadlullah, and Nei Kato, “Characterizing and Modeling of Large-Scale Traffic in Mobile Network,” IEEE Wireless Communications and Networking Conference (WCNC 2015), New Orleans, USA, May 2015.
Wei Zhao, Zubair Md. Fadlullah, Hiroki Nishiyama, Nei Kato, and Kiyoshi Hamaguchi, “On Joint Optimal Placement of Access Points and Partially Overlapping Channel Assignment for Wireless Networks,” IEEE Global Communications Conference (GLOBECOM 2014), Austin, Texas, USA, Dec. 2014.
Wei Chao, Zubair Md. Fadlullah, Nei Kato, and Ivan Stojmenovic, “A Novel Distributed Algorithm for Power Loss Minimizing in Smart Grid,” 2014 IEEE International Conference on Smart Grid Communications, Venice, Italy, Nov. 2014.
Wei Zhao, Zubair Md. Fadlullah, Hiroki Nishiyama, Nei Kato, and Kiyoshi Hamaguchi, “Joint Design of Density of Access Points and Partially Overlapped Channel Assignment for Capacity Optimization in Wireless Networks,” 2014 International Conference on Wireless Communications and Signal Processing (WCSP 2014), Hefei, China, Oct. 2014.
Ahmed E.A.A. Abdulla, Zubair Md. Fadlullah, Hiroki Nishiyama, Nei Kato, Fumie Ono, and Ryu Miura, “An Optimal Data Collection Technique for Improved Utility in UAS-aided Networks,” The 33rd Annual IEEE International Conference on Computer Communications (INFOCOM), Toronto, Canada, May 2014.
Wei Zhao, Zubair Md. Fadlullah, Hiroki Nishiyama, and Nei Kato, “Characterizing the Impact of Non-Uniform Deployment of APs on Network Performance under Partially Overlapped Channels,” The 8th International Conference on Wireless Algorithms, Systems, and Applications (WASA), Zhangjiajie, China, Aug. 2013.
Ahmed E.A.A. Abdulla, Zubair Md. Fadlullah, Hiroki Nishiyama, and Nei Kato, “On the Optimal Transmission Distance for Power-aware Routing in Ad hoc Networks,” International Conference on Computing, Networking and Communications, Wireless Ad Hoc and Sensor Networks Symposium (ICNC 2013 - WAHS), June 2013.
Zubair. M. Fadlullah, Minh. Q. Duong, Nei Kato, and Ivan Stojmenovic, “A Novel Game-based Demand Side Management Scheme for Smart Grid,” IEEE Wireless Communications and Networking Conference (WCNC 2013), Apr. 2013.
Mostafa M. Fouda, Zubair Md. Fadlullah, Nei Kato, Akira Takeuchi, and Yousuke Nozaki, “A Novel Demand Control Policy for Improving Quality of Power Usage in Smart Grid,” IEEE Global Communications Conference (Globecom 2012), Dec. 2012.
Zubair Md. Fadlullah, Athanasios V. Vasilakos, and Nei Kato, “A Game Theoretic Approach to Integrate Security with Quality of Service,” IEEE International Conference on Communications (ICC 2012), June 2012.
Zubair Md. Fadlullah, Yousuke Nozaki, Akira Takeuchi, and Nei Kato, “A Survey of Game Theoretic Approaches in Smart Grid,” International Conference on Wireless Communications and Signal Processing (WCSP 2011), Nov. 2011.
Mostafa M. Fouda, Zubair Md. Fadlullah, Nei Kato, Rongxing Lu, and Xuemin (Sherman) Shen, “Towards a Light-weight Message Authentication Mechanism Tailored for Smart Grid Communications,” 30th IEEE International Conference on Computer Communications (INFOCOM 2011), Security in Computers, Networking and Communications (SCNC) Workshop, Shanghai, China, pp. 1018-1023, Apr. 2011.
Pedro B. F. Duarte, Zubair Md. Fadlullah, Athanasios V. Vasilakos, and Nei Kato, “Channel Assignment on Wireless Mesh Network Backbone with Potential Game Approach,” 2nd International ICST Conference on Game Theory for Networks (GameNets 2011), Shanghai, China, pp. 43-56, Apr. 2011.
Pedro B. F. Duarte, Zubair Md. Fadlullah, Kazuo Hashimoto, and Nei Kato, “Partially Overlapped Channel Assignment on Wireless Mesh Network Backbone,” IEEE global telecommunications conference 2010 (Globecom), Miami, Florida, USA, 5 pages, Dec. 2010.
Mostafa M. Fouda, Zubair Md. Fadlullah, and Nei Kato, “Assessing Attack Threat Against ZigBeebased Home Area Network for Smart Grid Communications,” 6th IEEE International Conference on Computer Engineering and Systems (ICCES’10), Cairo, Egypt, pp. 245-250, Nov. 2010.
Tarik Taleb, Zubair Md. Fadlullah, Dario Bottazzi, and Nidal Nasser, “A Context-aware and Middleware-Level Solution towards a Ubiquitous Healthcare System”, in Proc. IEEE WiMOB, Marrakech, Morocco, Oct. 2009.
Tarik Taleb, Zubair Md. Fadlullah, Marcus Schoeller, and Khaled Ben Letaief, “A Connection Stability Aware Mobility Management Scheme” in Proc. IEEE WiMOB, Marrakech, Morocco, Oct. 2009.
Zubair Md. Fadlullah, Tarik Taleb, Nidal Nasser, and Nei Kato, “Exploring the Security Requirements for Quality of Service in Combined Wired and Wireless Networks,” International Wireless Communications and Mobile Computing Conference (IWCMC 2009), Leipzig, Germany, June 2009.
Tarik Taleb, Zubair Md. Fadlullah, Tetsuya Takahashi, Ruhai Wang, Yoshiaki Nemoto, and Nei Kato, “Tailoring ELB for Multi-layered Satellite Networks,” IEEE International Conference on Communications 2009 (ICC 2009), Dresden, Germany, June 2009.
Tarik Taleb, Zubair Md. Fadlullah, Kazuo Hashimoto, Yoshiaki Nemoto, and Nei Kato, “Tracingback Attacks Against Encrypted Protocols,” International Wireless Communications and Mobile Computing Conference 2007 (IWCMC), Hawaii, USA, Aug. 2007.
Zubair Md. Fadlullah, Tarik Taleb, Nirwan Ansari, Yutaka Miyake, Kazuo Hashimoto, Yoshiaki Nemoto, and Nei Kato, “Combating Attacks Against Encrypted Protocol,” IEEE International Conference on Communications (ICC), Glasgow, Scotland, June 2007.