Salman Toor

40 papers A* 1B 6Misc 1Journal 26Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantifying Catastrophic Forgetting in IoT Intrusion Detection Systems.
CoRR
Sourasekhar Banerjee, David Bergqvist, Salman Toor, Christian Rohner, Andreas Johnsson
2025 J jnl
Bayesian Robust Aggregation for Federated Learning.
CoRR
Aleksandr Karakulev, Usama Zafar, Salman Toor, Prashant Singh
2025 J jnl
From Research to Reality: Feasibility of Gradient Inversion Attacks in Federated Learning.
CoRR
Viktor Valadi, Mattias Åkesson, Johan Östman, Salman Toor, Andreas Hellander
2025 J jnl
InfoHier: Hierarchical Information Extraction via Encoding and Embedding.
CoRR
Tianru Zhang, Li Ju, Prashant Singh, Salman Toor
2025 J jnl
Robust Federated Learning Against Poisoning Attacks: A GAN-Based Defense Framework.
CoRR
Usama Zafar, André Teixeira, Salman Toor
2024 J jnl
Data management of scientific applications in a reinforcement learning-based hierarchical storage system.
Expert Syst. Appl.
Tianru Zhang, Ankit Gupta, María Andreína Francisco Rodríguez, Ola Spjuth, Andreas Hellander, Salman Toor
2024 J jnl
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities.
CoRR
Junjie Chu, Prashant Singh, Salman Toor
2024 B conf
Empowering Data Mesh with Federated Learning.
IEEE Big Data
Haoyuan Li, Salman Toor
2024 J jnl
Empowering Data Mesh with Federated Learning.
CoRR
Haoyuan Li, Salman Toor
2024 J jnl
Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems.
Ann. des Télécommunications
Mays F. Al-Naday, Vlad Dobre, Martin Reed, Salman Toor, Bruno Volckaert, Filip De Turck
2024 B conf
GNN-IDS: Graph Neural Network based Intrusion Detection System.
ARES
Zhenlu Sun, André M. H. Teixeira, Salman Toor
2024 J jnl
Toward efficient resource utilization at edge nodes in federated learning.
Prog. Artif. Intell.
Sadi Alawadi, Addi Ait-Mlouk, Salman Toor, Andreas Hellander
2023 J jnl
Accelerating Fair Federated Learning: Adaptive Federated Adam.
CoRR
Li Ju, Tianru Zhang, Salman Toor, Andreas Hellander
2023 A* conf
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended Abstract.
ICDE
Tianru Zhang, Andreas Hellander, Salman Toor
2023 J jnl
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Tianru Zhang, Andreas Hellander, Salman Toor
2023 B conf
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities.
CLOUD
Junjie Chu, Prashant Singh, Salman Toor
2023 J jnl
FedBot: Enhancing Privacy in Chatbots with Federated Learning.
CoRR
Addi Ait-Mlouk, Sadi Alawadi, Salman Toor, Andreas Hellander
2023 — conf
Federated Machine Learning for Resource Allocation in Multi-domain Fog Ecosystems.
CloudNet
Weilin Zhang, Salman Toor, Mays F. Al-Naday
2023 Misc conf
Service-based Federated Deep Reinforcement Learning for Anomaly Detection in Fog Ecosystems.
ICIN
Mays F. Al-Naday, Martin J. Reed, Vlad Dobre, Salman Toor, Bruno Volckaert, Filip De Turck
2023 J jnl
Toward efficient resource utilization at edge nodes in federated learning.
CoRR
Sadi Alawadi, Addi Ait-Mlouk, Salman Toor, Andreas Hellander
2022 J jnl
Efficient Hierarchical Storage Management Framework Empowered by Reinforcement Learning.
CoRR
Tianru Zhang, Salman Toor, Andreas Hellander
2022 J jnl
FedQAS: Privacy-aware machine reading comprehension with federated learning.
CoRR
Addi Ait-Mlouk, Sadi Alawadi, Salman Toor, Andreas Hellander
2022 B conf
Scalable federated machine learning with FEDn.
CCGRID
Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Prashant Singh, Ola Spjuth, Salman Toor, Andreas Hellander
2022 B conf
To test, or not to test: A proactive approach for deciding complete performance test initiation.
IEEE Big Data
Omar Javed, Prashant Singh, Giles Reger, Salman Toor
2022 J jnl
To test, or not to test: A proactive approach for deciding complete performance test initiation.
CoRR
Omar Javed, Prashant Singh, Giles Reger, Salman Toor
2021 — conf
An Evaluation of Container Security Vulnerability Detection Tools.
ICCBDC
Omar Javed, Salman Toor
2021 — conf
DecFL: An Ubiquitous Decentralized Model Training Protocol and Framework Empowered by Blockchain.
BSCI
Felix Morsbach, Salman Toor
2021 J jnl
Proactive Autoscaling for Edge Computing Systems with Kubernetes.
CoRR
Li Ju, Prashant Singh, Salman Toor
2021 — conf
Proactive autoscaling for edge computing systems with kubernetes.
UCC Companion
Li Ju, Prashant Singh, Salman Toor
2021 J jnl
Scalable federated machine learning with FEDn.
CoRR
Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Desislava Stoyanova, Ola Spjuth, Salman Toor, Andreas Hellander
2021 J jnl
Understanding the Quality of Container Security Vulnerability Detection Tools.
CoRR
Omar Javed, Salman Toor
2020 — conf
Smart Resource Management for Data Streaming using an Online Bin-packing Strategy.
IEEE BigData
Oliver Stein, Ben Blamey, Johan Karlsson, Alan Sabirsh, Ola Spjuth, Andreas Hellander, Salman Toor
2020 J jnl
Smart Resource Management for Data Streaming using an Online Bin-packing Strategy.
CoRR
Oliver Stein, Ben Blamey, Johan Karlsson, Alan Sabirsh, Ola Spjuth, Andreas Hellander, Salman Toor
2020 J jnl
Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets.
CoRR
Prashant Singh, Mona Mohamed Elamin, Salman Toor
2019 J jnl
Adapting The Secretary Hiring Problem for Optimal Hot-Cold Tier Placement under Top-K Workloads.
CoRR
Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor
2019 B conf
Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads.
CCGRID
Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor
2019 — conf
Apache Spark Streaming, Kafka and HarmonicIO: A Performance Benchmark and Architecture Comparison for Enterprise and Scientific Computing.
Bench
Ben Blamey, Andreas Hellander, Salman Toor
2019 J jnl
On-demand virtual research environments using microservices.
PeerJ Comput. Sci.
Marco Capuccini, Anders Larsson, Matteo Carone, Jon Ander Novella, Noureddin Sadawi, Jianliang Gao, Salman Toor, Ola Spjuth
2019 J jnl
Resource- and Message Size-Aware Scheduling of Stream Processing at the Edge with application to Realtime Microscopy.
CoRR
Ben Blamey, Ida-Maria Sintorn, Andreas Hellander, Salman Toor
2018 J jnl
Secure Cloud Connectivity for Scientific Applications.
IEEE Trans. Serv. Comput.
Lirim Osmani, Salman Toor, Miika Komu, Matti J. Kortelainen, Tomas Lindén, John White, Rasib Hassan Khan, Paula Eerola, Sasu Tarkoma