Monowar Bhuyan

King Fahd University of Petroleum and Minerals — Saudi Arabia

Computer Science · Physical Sciences

21h-index3.3kcitations117works3.12yr avg
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Research Topics

Network Security and Intrusion Detection(60), Internet Traffic Analysis and Secure E-voting(34), Anomaly Detection Techniques and Applications(30), Advanced Malware Detection Techniques(28), IoT and Edge/Fog Computing(12)

Publications117 total

Edge AI in Highly Volatile Environments: Is Fairness Worth the Accuracy Trade-off?
arXiv (Cornell University)·2025Open Access
Taming Cold Starts: Proactive Serverless Scheduling with Model Predictive Control
2025Open Access
A Multidimensional Approach to Ethical AI Auditing
Proceedings of the AAAI/ACM Conference on AI Ethics and Society·2025Open Access
Unmasking Backdoors: An Explainable Defense via Gradient-Attention Anomaly Scoring for Pre-trained Language Models
arXiv (Cornell University)·2025Open Access
Reinforced model selection for resource efficient anomaly detection in edge clouds
Future Generation Computer Systems·2025Open Access
An Attack–Defense Non-Cooperative Game Model from the Perspective of Safety and Security Synergistically for Aircraft Avionics Systems
Aerospace·2025Open Access
Executing Mobile Edge Functions in the Cloud-Edge Continuum: Analyzing Threats to Location Integrity
2025
Federated Learning for Large-Scale Cloud Robotic Manipulation: Opportunities and Challenges
arXiv (Cornell University)·2025Open Access
Silent Failures in Stateless Systems: Rethinking Anomaly Detection for Serverless Computing
2025Open Access
Detecting Denial of Wallet Attacks in Serverless Computing: A Neural ODE-LTC Approach
2025Open Access
MTF-Grasp: A Multi-tier Federated Learning Approach for Robotic Grasping
arXiv (Cornell University)·2025Open Access
Federated Learning for Large-Scale Cloud Robotic Manipulation: Opportunities and Challenges
2025· 1 cited
Adaptive Composition of Machine Learning as a Service (MLaaS) for IoT Environments
2025Open Access
Personalized Multi-tier Federated Learning
Communications in computer and information science·2025· 1 cited
One-Shot Federated Learning with Classifier-Free Diffusion Models
2025· 3 cited
Towards Efficient Pruning and Multi-Scale Feature Transformations to Uncover Medical Diseases
2025
KDLight: A Lightweight Knowledge Distillation Framework for Medical Image Classification
2025
Optimizing solar cells: a comparative study of delafossite HTLs with CsPbI3 and CsSnI3 for enhanced stability and efficiency
Journal of Ovonic Research·2025Open Access
Adaptive Composition of Machine Learning as a Service (MLaaS) for IoT Environments
2025Open Access
Towards Adaptive Rule Replacement for Mitigating Inference Attacks in Serverless SDN Framework
2025Open Access
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Frequent Co-authors

Dhruba K. Bhattacharyya(23), Jugal Kalita(20), Erik Elmroth(16), Youki Kadobayashi(5), Yuzo Taenaka(4), Doudou Fall(4), Sourasekhar Banerjee(4), Kshira Sagar Sahoo(4), Mukesh Prasad(3), Xuan-Son Vu(3), Tobias Sundqvist(3), Enkhtur Tsogbaatar(2), Khishigjargal Gonchigsumlaa(2), Shigeru Kashihara(2), Sarat Saharia(2), Adil Bin Bhutto(2), Pratyush Kr. Deka(2), Paul Townend(2), Per-Olov Östberg(2), Nazrul Hoque(1)