Monowar H. Bhuyan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 41

Top Topics

Exponential Smoothing

Ensemble Learning

Unlabeled Documents

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Buchammagari Avinash Reddy, Kshira Sagar Sahoo, Monowar H. Bhuyan
Securing P4-SDN Data Plane against Flow Table Modification Attack. NOMS (2024)
Tobias Sundqvist, Monowar H. Bhuyan, Erik Elmroth
Robust Procedural Learning for Anomaly Detection and Observability in 5G RAN. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Tobias Meuser, Lauri Lovén, Monowar H. 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
Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 28 (4) (2024)
Sourasekhar Banerjee, Ali Dadras, Alp Yurtsever, Monowar H. Bhuyan
Personalized Multi-tier Federated Learning. CoRR (2024)
Javad Forough, Monowar H. Bhuyan, Erik Elmroth
Unified Identification of Anomalies on the Edge: A Hybrid Sequential PGM Approach. TrustCom (2023)
Tobias Sundqvist, Monowar H. Bhuyan, Erik Elmroth
Bottleneck identification and failure prevention with procedural learning in 5G RAN. CCGrid (2023)
Gaurav Kumar, Kshira Sagar Sahoo, Monowar H. Bhuyan
Towards a Workload Mapping Model for Tuning Backing Services in Cloud Systems. DEXA (1) (2023)
Javad Forough, Monowar H. Bhuyan, Erik Elmroth
Anomaly Detection and Resolution on the Edge: Solutions and Future Directions. SOSE (2023)
Pratyush Kr. Deka, Yash Verma, Adil Bin Bhutto, Erik Elmroth, Monowar H. Bhuyan
Semi-Supervised Range-Based Anomaly Detection for Cloud Systems. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Arezoo Hatefi, Xuan-Son Vu, Monowar H. Bhuyan, Frank Drewes
ADCluster: Adaptive Deep Clustering for Unsupervised Learning from Unlabeled Documents. ICNLSP (2023)
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 H. 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
COGNIT: Challenges and Vision for a Serverless and Multi-Provider Cognitive Cloud-Edge Continuum. EDGE (2023)
Anindya Sundar Das, Aravind Ajay, Sriparna Saha, Monowar H. Bhuyan
Few-Shot Anomaly Detection in Text with Deviation Learning. ICONIP (2) (2023)
Kshira Sagar Sahoo, Shivam Krishana, Monowar H. Bhuyan
Combining Block Bootstrap with Exponential Smoothing for Reinforcing Non-Emergency Urban Service Prediction. BigData (2023)
Sourasekhar Banerjee, Yashwant Singh Patel, Pushkar Kumar, Monowar H. Bhuyan
Towards Post-disaster Damage Assessment using Deep Transfer Learning and GAN-based Data Augmentation. ICDCN (2023)
Ryosuke Araki, Kshira Sagar Sahoo, Yuzo Taenaka, Youki Kadobayashi, Erik Elmroth, Monowar H. Bhuyan
Detecting DDoS Attacks on the Network Edge: An Information-Theoretic Correlation Analysis. TrustCom (2023)
Xuan-Son Vu, Maode Ma, Monowar H. Bhuyan
MetaVSID: A Robust Meta-Reinforced Learning Approach for VSI-DDoS Detection on the Edge. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Adil Bin Bhutto, Xuan-Son Vu, Erik Elmroth, Wee Peng Tay, Monowar H. Bhuyan
Reinforced Transformer Learning for VSI-DDoS Detection in Edge Clouds. IEEE Access 10 (2022)
Sourasekhar Banerjee, Xuan-Son Vu, Monowar H. Bhuyan
Optimized and Adaptive Federated Learning for Straggler-Resilient Device Selection. IJCNN (2022)
Tobias Sundqvist, Monowar H. Bhuyan, Erik Elmroth
Uncovering latency anomalies in 5G RAN - A combination learner approach. COMSNETS (2022)
William Tärneberg, Emma Fitzgerald, Monowar H. Bhuyan, Paul Townend, Karl-Erik Årzén, Per-Olov Östberg, Erik Elmroth, Johan Eker, Fredrik Tufvesson, Maria Kihl
The 6G Computing Continuum (6GCC): Meeting the 6G computing challenges. 6GNet (2022)
Tobias Sundqvist, Monowar H. Bhuyan, Erik Elmroth
Unsupervised root-cause identification of software bugs in 5G RAN. CCNC (2022)
Cheikh Saliou Mbacke Babou, Doudou Fall, Shigeru Kashihara, Yuzo Taenaka, Monowar H. Bhuyan, Ibrahima Niang, Ibrahima Diane, Youki Kadobayashi
D-LBAH: Dynamic Load Balancing Algorithm for HEC-SDN systems. FiCloud (2021)
Enkhtur Tsogbaatar, Monowar H. Bhuyan, Doudou Fall, Yuzo Taenaka, Gonchigsumlaa Khishigjargal, Erik Elmroth, Youki Kadobayashi
A 1D-CNN Based Deep Learning for Detecting VSI-DDoS Attacks in IoT Applications. IEA/AIE (1) (2021)
Javad Forough, Monowar H. Bhuyan, Erik Elmroth
Detection of VSI-DDoS Attacks on the Edge: A Sequential Modeling Approach. ARES (2021)
Enkhtur Tsogbaatar, Monowar H. Bhuyan, Yuzo Taenaka, Doudou Fall, Gonchigsumlaa Khishigjargal, Erik Elmroth, Youki Kadobayashi
DeL-IoT: A deep ensemble learning approach to uncover anomalies in IoT. Internet Things 14 (2021)
Sourasekhar Banerjee, Erik Elmroth, Monowar H. Bhuyan
Fed-FiS: a Novel Information-Theoretic Federated Feature Selection for Learning Stability. ICONIP (5) (2021)
Arezoo Hatefi, Xuan-Son Vu, Monowar H. Bhuyan, Frank Drewes
Cformer: Semi-Supervised Text Clustering Based on Pseudo Labeling. CIKM (2021)
Cheikh Saliou Mbacke Babou, Doudou Fall, Shigeru Kashihara, Yuzo Taenaka, Monowar H. Bhuyan, Ibrahima Niang, Youki Kadobayashi
Hierarchical Load Balancing and Clustering Technique for Home Edge Computing. IEEE Access 8 (2020)
Ayush Agarwal, Aneesh Sreevallabh Chivukula, Monowar H. Bhuyan, Tony Jan, Bhuva Narayan, Mukesh Prasad
Identification and Classification of Cyberbullying Posts: A Recurrent Neural Network Approach Using Under-Sampling and Class Weighting. ICONIP (5) (2020)
Enkhtur Tsogbaatar, Monowar H. Bhuyan, Yuzo Taenaka, Doudou Fall, Gonchigsumlaa Khishigjargal, Erik Elmroth, Youki Kadobayashi
SDN-Enabled IoT Anomaly Detection Using Ensemble Learning. AIAI (2) (2020)
Tobias Sundqvist, Monowar H. Bhuyan, Johan Forsman, Erik Elmroth
Boosted Ensemble Learning for Anomaly Detection in 5G RAN. AIAI (1) (2020)
Sourasekhar Banerjee, Rajiv Misra, Mukesh Prasad, Erik Elmroth, Monowar H. Bhuyan
Multi-diseases Classification from Chest-X-ray: A Federated Deep Learning Approach. Australasian Conference on Artificial Intelligence (2020)
Ahlam Alnefaie, Deepak Gupta, Monowar H. Bhuyan, Imran Razzak, Prashant Gupta, Mukesh Prasad
End-to-End Analysis for Text Detection and Recognition in Natural Scene Images. IJCNN (2020)
Roshmi Sarmah, Manasjyoti Bhuyan, Monowar H. Bhuyan
SURE-H: A Secure IoT Enabled Smart Home System. WF-IoT (2019)
Monowar H. Bhuyan, Maode Ma, Youki Kadobayashi, Erik Elmroth
Information-Theoretic Ensemble Learning for DDoS Detection with Adaptive Boosting. ICTAI (2019)
Pratyush Kr. Deka, Monowar H. Bhuyan, Youki Kadobayashi, Erik Elmroth
Adversarial Impact on Anomaly Detection in Cloud Datacenters. PRDC (2019)
Monowar H. Bhuyan, Erik Elmroth
Multi-scale Low-Rate DDoS Attack Detection Using the Generalized Total Variation Metric. ICMLA (2018)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
E-LDAT: a lightweight system for DDoS flooding attack detection and IP traceback using extended entropy metric. Secur. Commun. Networks 9 (16) (2016)
Arindom Ain, Monowar H. Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita
Rank Correlation for Low-Rate DDoS Attack Detection: An Empirical Evaluation. Int. J. Netw. Secur. 18 (3) (2016)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
A multi-step outlier-based anomaly detection approach to network-wide traffic. Inf. Sci. 348 (2016)
S. Choudhury, A. Kalwar, A. Goswami, Monowar H. Bhuyan
BRC-KEP: A secure biometric and reversible CA based 2-party key exchange protocol. IC3 (2016)
Monowar H. Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita
Towards Generating Real-life Datasets for Network Intrusion Detection. Int. J. Netw. Secur. 17 (6) (2015)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
An empirical evaluation of information metrics for low-rate and high-rate DDoS attack detection. Pattern Recognit. Lett. 51 (2015)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
Information metrics for low-rate DDoS attack detection: A comparative evaluation. IC3 (2014)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
Network Anomaly Detection: Methods, Systems and Tools. IEEE Commun. Surv. Tutorials 16 (1) (2014)
Monowar H. Bhuyan, Hirak Jyoti Kashyap, Dhruba Kumar Bhattacharyya, Jugal K. Kalita
Detecting Distributed Denial of Service Attacks: Methods, Tools and Future Directions. Comput. J. 57 (4) (2014)
Nazrul Hoque, Monowar H. Bhuyan, Ram Charan Baishya, D. K. Bhattacharyya, Jugal K. Kalita
Network attacks: Taxonomy, tools and systems. J. Netw. Comput. Appl. 40 (2014)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
Survey on Incremental Approaches for Network Anomaly Detection CoRR (2012)
Monowar H. Bhuyan, Sarat Saharia, Dhruba K. Bhattacharyya
An Effective Method for Fingerprint Classification CoRR (2012)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
An effective unsupervised network anomaly detection method. ICACCI (2012)
Monowar H. Bhuyan, D. K. Bhattacharyya
An Effective Fingerprint Classification and Search Method CoRR (2012)
Prasanta Gogoi, Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
Packet and Flow Based Network Intrusion Dataset. IC3 (2012)
Monowar H. Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita
AOCD: An Adaptive Outlier Based Coordinated Scan Detection Approach. Int. J. Netw. Secur. 14 (6) (2012)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
NADO: network anomaly detection using outlier approach. ICCCS (2011)
Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita
Surveying Port Scans and Their Detection Methodologies. Comput. J. 54 (10) (2011)