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Javad Forough
Contact
E-mail
javad.forough@umu.se
Phone
+46 90 786 70 97
Works at
Affiliation
Staff scientist at
Department of Computing Science
Location
MIT-huset, Umeå universitet, MIT.D.241
Umeå universitet, 901 87 Umeå
Publications
Publications
Research
Research
Mentions
Mentions
2024
Machine learning for anomaly detection in edge clouds
Report / UMINF
, 24.02
Forough, Javad
2024
Efficient anomaly detection for edge clouds: mitigating data and resource constraints
Forough, Javad; Haddadi, Hamed; Bhuyan, Monowar H.; et al.
2023
Unified identification of anomalies on the edge: a hybrid sequential PGM approach
2023 IEEE 22nd international conference on trust, security and privacy in computing and communications (TrustCom)
, IEEE 2023 : 595-604
Forough, Javad; Bhuyan, Monowar; Elmroth, Erik
2023
Anomaly detection and resolution on the edge: solutions and future directions
2023 IEEE International Conference on Service-Oriented System Engineering (SOSE): Proceedings
, IEEE 2023 : 227-238
Forough, Javad; Bhuyan, Monowar H.; Elmroth, Erik
2022
Dela: a deep ensemble learning approach for cross-layer VSI-DDoS detection on the edge
Proceedings of the International Conference on Distributed Computing Systems
Forough, Javad; Bhuyan, Monowar H.; Elmroth, Erik
2021
Detection of VSI-DDoS Attacks on the Edge: A Sequential Modeling Approach
ARES 2021: The 16th International Conference on Availability, Reliability and Security
Forough, Javad; Bhuyan, Monowar H.; Elmroth, Erik
Reinforced model selection for resource efficient anomaly detection in edge clouds
Forough, Javad; Bhuyan, Monowar H.; Elmroth, Erik
View publications in DiVA
Research groups
Group member
Autonomous Distributed Systems Lab
Published: 27 Jun, 2024
100 world-leading experts discussed the future of cloud computing
Published: 20 Feb, 2024
Javad's findings could lead to better healthcare
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