Monowar Bhuyan

72 papers A 6B 17C 1Misc 2Journal 34Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Catastrophic Forgetting Resilient One-Shot Incremental Federated Learning.
CoRR
Obaidullah Zaland, Zulfiqar Ahmad Khan, Monowar Bhuyan
2026 J jnl
Guarding the Middle: Protecting Intermediate Representations in Federated Split Learning.
CoRR
Obaidullah Zaland, Sajib Mistry, Monowar Bhuyan
2026 J jnl
Multi-Cue Anomaly Detection and Localization under Data Contamination.
CoRR
Anindya Sundar Das, Monowar Bhuyan
2026 J jnl
Reinforced model selection for resource efficient anomaly detection in edge clouds.
Future Gener. Comput. Syst.
Javad Forough, Monowar Bhuyan, Erik Elmroth
2026 J jnl
Securing IoT: Unveiling Attacks With Multiview-Multitask Learning.
IEEE Trans. Artif. Intell.
Urkhimbam Boby Clinton, Nazrul Hoque, Shahid Raza, Monowar Bhuyan
2025 A conf
Adaptive Composition of Machine Learning as a Service (MLaaS) for IoT Environments.
ICWS
Deepak Kanneganti, Sajib Mistry, Sheik Mohammad Mostakim Fattah, Aneesh Krishna, Monowar Bhuyan
2025 J jnl
Adaptive Composition of Machine Learning as a Service (MLaaS) for IoT Environments.
CoRR
Deepak Kanneganti, Sajib Mistry, Sheik Mohammad Mostakim Fattah, Aneesh Krishna, Monowar Bhuyan
2025 A conf
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination.
WACV
Anindya Sundar Das, Guansong Pang, Monowar Bhuyan
2025 B conf
Catastrophic Forgetting Resilient One-Shot Incremental Federated Learning.
IEEE Big Data
Obaidullah Zaland, Zulfiqar Ahmad Khan, Monowar Bhuyan
2025 B conf
Concept Drift Aware Hierarchical Aggregation for Personalised Federated Learning.
IEEE Big Data
George Aziz, Obaidullah Zaland, Sajib Mistry, Aneesh Krishna, Monowar Bhuyan
2025 J jnl
Edge AI in Highly Volatile Environments: Is Fairness Worth the Accuracy Trade-off?
CoRR
Obaidullah Zaland, Feras M. Awaysheh, Sawsan Al-Zubi, Abdul Rahman Safi, Monowar Bhuyan
2025 — conf
Executing Mobile Edge Functions in the Cloud-Edge Continuum: Analyzing Threats to Location Integrity.
FiCloud
Philippe Massonet, Christophe Ponsard, Malik Bouhou, Xavier Lessage, Marco Mancini, Rubén S. Montero, Alberto P. Martí, Monowar Bhuyan, Paul Townend
2025 J jnl
FL-MU: A Benchmark Dataset for Federated Intrusion Detection in IoT Networks.
IEEE Access
Linthoingambi Takhellambam, Urikhimbam Boby Clinton, Nazrul Hoque, Khumukcham Robindro Singh, Monowar Bhuyan
2025 J jnl
Federated Learning for Large-Scale Cloud Robotic Manipulation: Opportunities and Challenges.
CoRR
Obaidullah Zaland, Chanh Nguyen, Florian T. Pokorny, Monowar Bhuyan
2025 B conf
Guarding the Middle: Protecting Intermediate Representations in Federated Split Learning.
IEEE Big Data
Obaidullah Zaland, Sajib Mistry, Monowar Bhuyan
2025 B conf
KDLight: A Lightweight Knowledge Distillation Framework for Medical Image Classification.
IJCNN
Saif Ur Rehman Khan, Omair Bilal, Sajib Mistry, Novarun Deb, Mufti Mahmud, Monowar Bhuyan
2025 B conf
MTF-Grasp: A Multi-tier Federated Learning Approach for Robotic Grasping.
SMC
Obaidullah Zaland, Erik Elmroth, Monowar Bhuyan
2025 J jnl
MTF-Grasp: A Multi-tier Federated Learning Approach for Robotic Grasping.
CoRR
Obaidullah Zaland, Erik Elmroth, Monowar Bhuyan
2025 A conf
One-Shot Federated Learning with Classifier-Free Diffusion Models.
ICME
Obaidullah Zaland, Shutong Jin, Florian T. Pokorny, Monowar Bhuyan
2025 J jnl
One-Shot Federated Learning with Classifier-Free Diffusion Models.
CoRR
Obaidullah Zaland, Shutong Jin, Florian T. Pokorny, Monowar Bhuyan
2025 A conf
Predicting Event Memorability Using Personalized Federated Learning.
WACV
Sourasekhar Banerjee, Debaditya Roy, Vigneshwaran Subbaraju, Monowar Bhuyan
2025 — conf
Silent Failures in Stateless Systems: Rethinking Anomaly Detection for Serverless Computing.
SOSE
Chanh Nguyen, Erik Elmroth, Monowar Bhuyan
2025 J jnl
Silent Failures in Stateless Systems: Rethinking Anomaly Detection for Serverless Computing.
CoRR
Chanh Nguyen, Erik Elmroth, Monowar Bhuyan
2025 B conf
Taming Cold Starts: Proactive Serverless Scheduling with Model Predictive Control.
MASCOTS
Chanh Nguyen, Monowar Bhuyan, Erik Elmroth
2025 J jnl
Taming Cold Starts: Proactive Serverless Scheduling with Model Predictive Control.
CoRR
Chanh Nguyen, Monowar Bhuyan, Erik Elmroth
2025 J jnl
The Efficiency of Pre-training with Objective Masking in Pseudo Labeling for Semi-Supervised Text Classification.
CoRR
Arezoo Hatefi, Xuan-Son Vu, Monowar Bhuyan, Frank Drewes
2025 J jnl
Toward Mitigation of Flow Table Modification Attacks in P4-Based SDN Data Plane.
Secur. Priv.
Buchammagari Avinash Reddy, Kshira Sagar Sahoo, Monowar Bhuyan
2025 B conf
Towards Adaptive Rule Replacement for Mitigating Inference Attacks in Serverless SDN Framework.
NOMS
Ankur Mudgal, Munesh Singh, Abhishek Verma, Kshira Sagar Sahoo, Paul Townend, Monowar Bhuyan
2025 B conf
Towards Efficient Pruning and Multi-Scale Feature Transformations to Uncover Medical Diseases.
IJCNN
Omair Bilal, Saif Ur Rehman Khan, Sajib Mistry, Novarun Deb, Mufti Mahmud, Monowar Bhuyan
2025 J jnl
Unmasking Backdoors: An Explainable Defense via Gradient-Attention Anomaly Scoring for Pre-trained Language Models.
CoRR
Anindya Sundar Das, Kangjie Chen, Monowar Bhuyan
2025 J jnl
Unveiling Sybil Attacks Using AI-Driven Techniques in Software-Defined Vehicular Networks.
Secur. Priv.
Rajendra Prasad Nayak, Sourav Kumar Bhoi, Kshira Sagar Sahoo, Srinivas Sethi, Subasish Mohapatra, Monowar Bhuyan
2025 J jnl
pFedBBN: A Personalized Federated Test-Time Adaptation with Balanced Batch Normalization for Class-Imbalanced Data.
CoRR
Md. Akil Raihan Iftee, Syed Md. Ahnaf Hasan, Mir Sazzat Hossain, Rakibul Hasan Rajib, Amin Ahsan Ali, AKM Mahbubur Rahman, Sajib Mistry, Monowar Bhuyan
2024 J jnl
A combination learning framework to uncover cyber attacks in IoT networks.
Internet Things
Arati Behera, Kshira Sagar Sahoo, Tapas Kumar Mishra, Monowar Bhuyan
2024 J jnl
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination.
CoRR
Anindya Sundar Das, Guansong Pang, Monowar Bhuyan
2024 J jnl
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants.
IEEE Trans. Netw. Serv. Manag.
Kaushik Mishra, Santosh Kumar Majhi, Kshira Sagar Sahoo, Sourav Kumar Bhoi, Monowar Bhuyan, Amir H. Gandomi
2024 J jnl
Cost-Efficient Feature Selection for Horizontal Federated Learning.
IEEE Trans. Artif. Intell.
Sourasekhar Banerjee, Devvjiit Bhuyan, Erik Elmroth, Monowar Bhuyan
2024 J jnl
Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints.
IEEE Access
Javad Forough, Hamed Haddadi, Monowar Bhuyan, Erik Elmroth
2024 C conf
Enhancing Machine Learning Performance in Dynamic Cloud Environments with Auto-Adaptive Models.
CloudCom
Chanh Nguyen, Monowar Bhuyan, Erik Elmroth
2024 J jnl
FloRa: Flow Table Low-Rate Overflow Reconnaissance and Detection in SDN.
CoRR
Ankur Mudgal, Abhishek Verma, Munesh Singh, Kshira Sagar Sahoo, Erik Elmroth, Monowar Bhuyan
2024 J jnl
FloRa: Flow Table Low-Rate Overflow Reconnaissance and Detection in SDN.
IEEE Trans. Netw. Serv. Manag.
Ankur Mudgal, Abhishek Verma, Munesh Singh, Kshira Sagar Sahoo, Erik Elmroth, Monowar Bhuyan
2024 — conf
Message from the PC Chairs, IEEE AITest 2024.
AITest
Monowar Bhuyan, Haihua Chen
2024 J jnl
Personalized Multi-tier Federated Learning.
CoRR
Sourasekhar Banerjee, Ali Dadras, Alp Yurtsever, Monowar Bhuyan
2024 — conf
Plenary Panel at IEEE CISOSE 2024; Ethical, Societal, and Policy Implications of AI.
AITest
Monowar Bhuyan, Lingzi Hong, Fanjing Meng, Junhua Ding
2024 J jnl
Revisiting Edge AI: Opportunities and Challenges.
IEEE Internet Comput.
Tobias Meuser, Lauri Lovén, Monowar Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl
2024 J jnl
Robust Procedural Learning for Anomaly Detection and Observability in 5G RAN.
IEEE Trans. Netw. Serv. Manag.
Tobias Sundqvist, Monowar Bhuyan, Erik Elmroth
2024 B conf
Securing P4-SDN Data Plane against Flow Table Modification Attack.
NOMS
Buchammagari Avinash Reddy, Kshira Sagar Sahoo, Monowar Bhuyan
2024 B conf
Towards Designing an Energy Efficient Accelerated Sparse Convolutional Neural Network.
ICTAI
Vijaypal Singh Rathor, Munesh Singh, Rahul Gupta, G. K. Sharma, Kshira Sagar Sahoo, Monowar Bhuyan
2024 J jnl
Wave2Graph: Integrating spectral features and correlations for graph-based learning in sound waves.
AI Open
Van-Truong Hoang, Khanh-Tung Tran, Xuan-Son Vu, Duy-Khuong Nguyen, Monowar Bhuyan, Hoang D. Nguyen
2023 — conf
ADCluster: Adaptive Deep Clustering for Unsupervised Learning from Unlabeled Documents.
ICNLSP
Arezoo Hatefi, Xuan-Son Vu, Monowar Bhuyan, Frank Drewes
2023 — conf
Anomaly Detection and Resolution on the Edge: Solutions and Future Directions.
SOSE
Javad Forough, Monowar Bhuyan, Erik Elmroth
2023 B conf
Bottleneck identification and failure prevention with procedural learning in 5G RAN.
CCGrid
Tobias Sundqvist, Monowar Bhuyan, Erik Elmroth
2023 — conf
COGNIT: Challenges and Vision for a Serverless and Multi-Provider Cognitive Cloud-Edge Continuum.
EDGE
Paul Townend, Alberto P. Martí, Idoia De-la-Iglesia, Nikolaos Matskanis, Thomas Ohlson Timoudas, Torsten Hallmann, Antonio Lalaguna, Kaja Swat, Francesco Renzi, Dominik Bochenski, Marco Mancini, Monowar Bhuyan, Marco González-Hierro, Sébastien Dupont, Johan Kristiansson, Rubén S. Montero, Erik Elmroth, Ivá Valdés, Philippe Massonet, Daniel Olsson, Ignacio Martín Llorente, Per-Olov Östberg, Michael Abdou
2023 B conf
Combining Block Bootstrap with Exponential Smoothing for Reinforcing Non-Emergency Urban Service Prediction.
IEEE Big Data
Kshira Sagar Sahoo, Shivam Krishana, Monowar Bhuyan
2023 B conf
Detecting DDoS Attacks on the Network Edge: An Information-Theoretic Correlation Analysis.
TrustCom
Ryosuke Araki, Kshira Sagar Sahoo, Yuzo Taenaka, Youki Kadobayashi, Erik Elmroth, Monowar Bhuyan
2023 — conf
Few-Shot Anomaly Detection in Text with Deviation Learning.
ICONIP (2)
Anindya Sundar Das, Aravind Ajay, Sriparna Saha, Monowar Bhuyan
2023 J jnl
Few-shot Anomaly Detection in Text with Deviation Learning.
CoRR
Anindya Sundar Das, Aravind Ajay, Sriparna Saha, Monowar Bhuyan
2023 J jnl
MetaVSID: A Robust Meta-Reinforced Learning Approach for VSI-DDoS Detection on the Edge.
IEEE Trans. Netw. Serv. Manag.
Xuan-Son Vu, Maode Ma, Monowar Bhuyan
2023 J jnl
Semi-Supervised Range-Based Anomaly Detection for Cloud Systems.
IEEE Trans. Netw. Serv. Manag.
Pratyush Kr. Deka, Yash Verma, Adil Bin Bhutto, Erik Elmroth, Monowar Bhuyan
2023 Misc conf
Towards Post-disaster Damage Assessment using Deep Transfer Learning and GAN-based Data Augmentation.
ICDCN
Sourasekhar Banerjee, Yashwant Singh Patel, Pushkar Kumar, Monowar Bhuyan
2023 — conf
Towards a Workload Mapping Model for Tuning Backing Services in Cloud Systems.
DEXA (1)
Gaurav Kumar, Kshira Sagar Sahoo, Monowar Bhuyan
2023 B conf
Unified Identification of Anomalies on the Edge: A Hybrid Sequential PGM Approach.
TrustCom
Javad Forough, Monowar Bhuyan, Erik Elmroth
2022 J jnl
A survey on blockchain, SDN and NFV for the smart-home security.
Internet Things
N'guessan Yves-Roland Douha, Monowar Bhuyan, Shigeru Kashihara, Doudou Fall, Yuzo Taenaka, Youki Kadobayashi
2022 B conf
Argumentation-Based Adversarial Regression with Multiple Learners.
ICTAI
Monowar Bhuyan, Juan Carlos Nieves
2022 A conf
DELA: A Deep Ensemble Learning Approach for Cross-layer VSI-DDoS Detection on the Edge.
ICDCS
Javad Forough, Monowar Bhuyan, Erik Elmroth
2022 B conf
Optimized and Adaptive Federated Learning for Straggler-Resilient Device Selection.
IJCNN
Sourasekhar Banerjee, Xuan-Son Vu, Monowar Bhuyan
2022 J jnl
Reinforced Transformer Learning for VSI-DDoS Detection in Edge Clouds.
IEEE Access
Adil Bin Bhutto, Xuan-Son Vu, Erik Elmroth, Wee Peng Tay, Monowar Bhuyan
2022 — conf
The 6G Computing Continuum (6GCC): Meeting the 6G computing challenges.
6GNet
William Tärneberg, Emma Fitzgerald, Monowar Bhuyan, Paul Townend, Karl-Erik Årzén, Per-Olov Östberg, Erik Elmroth, Johan Eker, Fredrik Tufvesson, Maria Kihl
2022 Misc conf
Uncovering latency anomalies in 5G RAN - A combination learner approach.
COMSNETS
Tobias Sundqvist, Monowar Bhuyan, Erik Elmroth
2022 — conf
Unsupervised root-cause identification of software bugs in 5G RAN.
CCNC
Tobias Sundqvist, Monowar Bhuyan, Erik Elmroth
2021 A conf
Cformer: Semi-Supervised Text Clustering Based on Pseudo Labeling.
CIKM
Arezoo Hatefi, Xuan-Son Vu, Monowar Bhuyan, Frank Drewes
2021 B conf
Detection of VSI-DDoS Attacks on the Edge: A Sequential Modeling Approach.
ARES
Javad Forough, Monowar Bhuyan, Erik Elmroth
2021 — conf
Fed-FiS: a Novel Information-Theoretic Federated Feature Selection for Learning Stability.
ICONIP (5)
Sourasekhar Banerjee, Erik Elmroth, Monowar Bhuyan