Shagufta Henna

45 papers B 6C 2Misc 1Journal 21Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Accelerating graph-based deep learning for self-calibration in large-scale uncontrolled wireless sensor networks for environmental monitoring. Array Asif Yar, Shagufta Henna, Marion McAfee
2026	J	`jnl`	Fast-gradient-guided generative adversarial learning for explainable cyber threat intelligence. Appl. Soft Comput. Shagufta Henna, Upaka Rathnayake
2026	J	`jnl`	Hypergraph Representation Learning-Based xApp for Traffic Steering in 6G O-RAN Closed-Loop Control. IEEE Trans. Netw. Serv. Manag. Shagufta Henna, Upaka Rathnayake
2025	B	`conf`	A Spatiotemporal Generative AI Framework for Agronomic Forecasting Using Semi-Supervised Learning on Remote Sensing Time-Series. SMARTCOMP Shagufta Henna, Mallikharjuna Rao Sakhamuri
2025	B	`conf`	Differentially Private Federated Adversarial Learning for Robust Malware Detection in Internet of Health Things (IoHTs). SMARTCOMP Mohamed Amjath, Shagufta Henna
2025	J	`jnl`	EdgeSecureDP: Strengthening IoHTs Differential Privacy Through Graphvariate Skellam. IEEE Access Mohamed Amjath, Shagufta Henna
2025	J	`jnl`	Explainable AI for Smart Greenhouse Control: Interpretability of Temporal Fusion Transformer in the Internet of Robotic Things. CoRR Muhammad Jawad Bashir, Shagufta Henna, Eoghan Furey
2025	B	`conf`	Few-Shot Learning for Brain Tumour Classification. SMARTCOMP Kathy Bannigan, Shagufta Henna
2025	J	`jnl`	Game-Theoretic Explainable AI for Ensemble-Boosting Models in Early Malware Prediction for Computer Systems. Int. J. Comput. Intell. Syst. Shagufta Henna, Mallikharjuna Rao Sakhamuri, Lakshya Gourav Moitra, Upaka Rathnayake
2025	B	`conf`	Iterative Graph-Based Deep Learning for Modeling and Predicting Immunogenicity in Human Immune Response. SMARTCOMP Mallikharjuna Rao Sakhamuri, Shagufta Henna, Leo Creedon, Kevin Meehan
2024	B	`conf`	Front-running Attack Detection in Blockchain using Conditional Packing Generative AI. IEEE Big Data Shagufta Henna, Mohamed Amjath
2024	Misc	`conf`	Rényi Differential Privacy Analysis of Skellam Under Federated Learning in Internet of Health Things. CSR Mohamed Amjath, Shagufta Henna
2023	—	`conf`	A Graph Neural Network-based Security Posture-aware Cloud Service Provider Selection for Multi-cloud. AICS D. S. Wijenayake, Shagufta Henna, William Farrelly
2023	—	`conf`	Air Pollution Monitoring Using Online Recurrent Extreme Learning Machine. AICS Asif Yar, Shagufta Henna, Marion McAfee, Salem S. Gharbia
2023	—	`conf`	Deep Reinforcement Learning for Advanced Persistent Threat Detection in Wireless Networks. AICS Kazeem Saheed, Shagufta Henna
2023	—	`conf`	Extreme Learning Machines for Calibration and Prediction in Wireless Sensor Networks: Advancing Environmental Monitoring Efficiency. AICS Asif Yar, Shagufta Henna, Marion McAfee, Salem S. Gharbia
2023	—	`conf`	Global-Local Influence Maximization Subgraph Sampling-Based Graph Representation Learning for Innate Immune Response Classification. AICS Mallikharjuna Rao Sakhamuri, Shagufta Henna, Leo Creedon, Kevin Meehan
2023	—	`conf`	Heterogeneous Graph Transformer for Advanced Persistent Threat Classification in Wireless Networks. NFV-SDN Kazeem Saheed, Shagufta Henna
2023	—	`conf`	Rényi Differential Privacy Analysis of Graph-Based Federated Learning Under Internet of Health Things. AICS Mohamed Amjath, Shagufta Henna
2023	B	`conf`	Wireless Sensor Networks Calibration using Attention-based Gated Recurrent Units for Air Pollution Monitoring. IEEE Big Data Shagufta Henna, Asif Yar, Kazeem Saheed, Paulson Grigarichan
2022	J	`jnl`	Correction to "Performance Evaluation of LoRaWAN for Green Internet of Things". IEEE Access Zulfiqar Ali, Shagufta Henna, Adnan Akhunzada, Mohsin Raza, Sung Won Kim
2022	J	`jnl`	Distributed and Collaborative High-Speed Inference Deep Learning for Mobile Edge with Topological Dependencies. IEEE Trans. Cloud Comput. Shagufta Henna, Alan Davy
2022	J	`jnl`	From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence. CoRR Shagufta Henna, Juan Miguel Lopez Alcaraz
2022	—	`conf`	Multi-Graph Convolutional Neural Network for Breast Cancer Multi-task Classification. AICS Mohamed Ibrahim, Shagufta Henna, Gary Cullen
2021	J	`jnl`	A Data Augmented Approach to Transfer Learning for Covid-19 Detection. CoRR Shagufta Henna, Aparna Reji
2021	J	`jnl`	Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems. CoRR Shagufta Henna
2021	J	`jnl`	Enterprise Analytics using Graph Database and Graph-based Deep Learning. CoRR Shagufta Henna, Shyam Krishnan Kalliadan
2021	J	`jnl`	Modeling Human Innate Immune Response Using Graph Neural Networks. IEEE Access Shagufta Henna
2021	J	`jnl`	Understanding Human Innate Immune System Dependencies using Graph Neural Networks. CoRR Shagufta Henna
2020	J	`jnl`	Collaborative Wireless Power Transfer in Wireless Rechargeable Sensor Networks. Wirel. Commun. Mob. Comput. Azka Amin, Xi-Hua Liu, Muhammad Asim Saleem, Shagufta Henna, Taseer-ul Islam, Imran Khan, Peerapong Uthansakul, Muhammad Zeshan Qurashi, Seyed Sajad Mirjavadi, Masoud Forsat
2019	J	`jnl`	An Efficient Precoding Algorithm for mmWave Massive MIMO Systems. Symmetry Imran Khan, Shagufta Henna, Nasreen Anjum, Aduwati Sali, Joel J. P. C. Rodrigues, Yousaf Khan, Muhammad Irfan Khattak, Farhan Altaf
2019	—	`conf`	An Internet of Things (IoT)-Based Coverage Monitoring for Mission Critical Regions. NTMS Shagufta Henna, Alan Davy, Hasan Ali Khattak, Abid Ali Minhas
2019	—	`conf`	Deep Reinforcement Learning for Topology-Aware VNF Resource Prediction in NFV Environments. NFV-SDN Nikita Jalodia, Shagufta Henna, Alan Davy
2019	J	`jnl`	Performance Evaluation of LoRaWAN for Green Internet of Things. IEEE Access Zulfiqar Ali, Shagufta Henna, Adnan Akhunzada, Mohsin Raza, Sung Won Kim
2018	J	`jnl`	An Adaptive Backoff Mechanism for IEEE 802.15.4 Beacon-Enabled Wireless Body Area Networks. Wirel. Commun. Mob. Comput. Shagufta Henna, Muhammad Awais Sarwar
2018	J	`jnl`	Evaluation of Propagation Path Delay Using 3D Scattered Model in LoRaWAN. Ad Hoc Sens. Wirel. Networks Zulfiqar Ali, Shagufta Henna, Saif ul Islam, Adnan Akhunzada
2017	J	`jnl`	A Fair Contention Access Scheme for Low-Priority Traffic in Wireless Body Area Networks. Sensors Shagufta Henna, Muhammad Sajeel, Faisal Bashir, Muhammad Asfand-e-yar, Muhammad Tauqir
2017	J	`jnl`	Energy Efficient Fault Tolerant Coverage in Wireless Sensor Networks. J. Sensors Shagufta Henna
2016	C	`conf`	A Survey on Mobility Management Techniques in VANETs. CIT Bilal Haider, Shagufta Henna, Ambreen Gul, Farhan Aadil
2016	—	`conf`	PW-MMAC: Predictive-Wakeup Multi-channel MAC Protocol for Wireless Sensor Networks. UKSim Muhammad Bilal Saleemi, Shagufta Henna
2013	—	`conf`	Approximating Maximum Disjoint Coverage in Wireless Sensor Networks. ADHOC-NOW Shagufta Henna, Thomas Erlebach
2013	—	`conf`	Least Channel Variation Multi-channel MAC (LCV-MMAC). ADHOC-NOW Shagufta Henna, Thomas Erlebach
2011	—	`conf`	SA-RI-MAC: Sender-Assisted Receiver-Initiated Asynchronous Duty Cycle MAC Protocol for Dynamic Traffic Loads in Wireless Sensor Networks. MOBILIGHT Shagufta Henna
2010	C	`conf`	CMAB: cross layer mobility-adaptive broadcasting in mobile ad hoc networks. MoMM Shagufta Henna, Thomas Erlebach
2008	—	`conf`	A Transformation Framework For XML-based Data Transformation Agent For Data Warehousing. International Conference on Internet Computing Shagufta Henna, Maqbool Uddin Shaikh