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Umeå University
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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
Machine learning for anomaly detection in edge clouds
Report / UMINF, 24.02
Forough, Javad
Efficient anomaly detection for edge clouds: mitigating data and resource constraints
IEEE Access, IEEE 2024, Vol. 12 : 171897-171910
Forough, Javad; Haddadi, Hamed; Bhuyan, Monowar; et al.
Efficient anomaly detection for edge clouds: mitigating data and resource constraints
Forough, Javad; Haddadi, Hamed; Bhuyan, Monowar H.; et al.
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
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
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
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