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English
Umeå universitet
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Personalbild Monowar Bhuyan

Monowar Bhuyan

Assistant Professor (biträdande universitetslektor), WASP-AI, one of the research group leaders in Autonomous Distributed Systems Lab, https://cloudresearch.org/.

Kontakt

E-post
monowar.bhuyan@umu.se
Telefon
090-786 67 05

Verksam vid

Anknytning
Biträdande universitetslektor vid Institutionen för datavetenskap
Plats
Naturvetarhuset, Umeå universitet, NAT.B2.208 Umeå universitet, 901 87 Umeå

Monowar received doctoral degree in Computer Science and Engineering from Tezpur University, India in 2014. He was a Visiting Researcher in the Laboratory for Cyber Resilience at NAIST, Japan funded by NICT, Japan, a Researcher, Department of Computing Science, Umeå University, Sweden, an Associate Professor (Senior Lecturer) and an Assistant Professor (Lecturer) in the Department of Computer Science and Engineering at Assam Kaziranga University, Jorhat, India, and a Researcher in the Department of Computer Science and Engineering, Tezpur University, India from January 2009 to December 2019. He primarily works in machine learning, anomaly detection, security and privacy, trustworthy AI, and distributed systems.

Read more on the personal page.

2020
Hierarchical Load Balancing and Clustering Technique for Home Edge Computing
IEEE Access, IEEE 2020, Vol. 8 : 127593-127607
Babou, Cheikh Saliou Mbacke; Fall, Doudou; Kashihara, Shigeru; et al.
2020
Boosted Ensemble Learning for Anomaly Detection in 5G RAN
Artificial Intelligence Applications and Innovations, AIAI 2020, Springer 2020 : 15-30
Sundqvist, Tobias; Bhuyan, Monowar H.; Forsman, Johan; et al.
2020
SDN-Enabled IoT Anomaly Detection Using Ensemble Learning
Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II, Springer 2020 : 268-280
Tsogbaatar, Enkhtur; Bhuyan, Monowar H.; Taenaka, Yuzo; et al.
2019
Information-theoretic Ensemble Learning for DDoS Detection with Adaptive Boosting
2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI), IEEE Computer Society 2019 : 995-1002
Bhuyan, Monowar H.; Ma, Maode; Kadobayashi, Youki; et al.
2019
Adversarial Impact on Anomaly Detectionin Cloud Datacenters
2019 IEEE 24th Pacific Rim International Symposium on Dependable Computing (PRDC), IEEE 2019 : 188-197
Deka, Pratyush Kr.; Bhuyan, Monowar H.; Kadobayashi, Youki; et al.
2019
TVis: A Light-weight Traffic Visualization System for DDoS Detection
The Proceedings: 2019 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP)
Kalwar, Abhishek; Bhuyan, Monowar H.; Bhattacharyya, Dhruba K.; et al.
2019
SURE-H: A Secure IoT Enabled Smart Home System
2019 IEEE 5th World Forum on Internet of Things (WF-IoT), IEEE 2019 : 59-63
Sarmah, Roshmi; Bhuyan, Manasjyoti; Bhuyan, Monowar H.
2018
Multi-Scale Low-Rate DDoS Attack Detection Using the Generalized Total Variation Metric
17th IEEE International Conference on Machine Learning and Applications, IEEE 2018 : 1040-1047
Bhuyan, Monowar H.; Elmroth, Erik
Visa publikationer i DiVA

Forskargrupper

Forskningsledare
Autonomous Distributed Systems Lab

Forskningsprojekt

1 januari 2020 till 31 december 2023
Anomaly Detection and Countermeasures for Edgeclouds
1 januari 2018 till 31 december 2022
Machine Learning-based Observability and Diagnostics in Future Networks and Mobile Edge Clouds