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Magnus Almgren

Associate Professor, Computer and Network Systems division, Department of Computer Science and Engineering.

magnus.almgren@chalmers.se +46317721702 Find me http://orcid.org/0000-0002-3383-9617

More details on personal website: http://www.cse.chalmers.se/~almgren/

Publications
Collaboration and projects

Latest publications

2022
MiniLearn: On-Device Learning for Low-Power IoT Devices

Author: Christos Profentzas; Magnus Almgren

Published: 2022

Published in: Proceedings of the 2022 International Conference on Embedded Wireless Systems and Networks

Publication type: Paper in proceeding
MicroTL: Transfer Learning on Low-Power IoT Devices

Author: Christos Profentzas; Magnus Almgren

Published: 2022

Published in: Proceedings - Conference on Local Computer Networks, LCN

Publication type: Paper in proceeding
Towards an information-theoretic framework of intrusion detection for composed systems and robustness analyses

Author: Tobias Mages; Magnus Almgren; Christian Rohner

Published: 2022

Published in: Computers and Security

Publication type: Journal article
2021
Proposing HEAVENS 2.0 – an automotive risk assessment model

Author: Aljoscha Lautenbach; Magnus Almgren; Tomas Olovsson

Published: 2021

Published in: CSCS '21: Computer Science in Cars Symposium

Publication type: Paper in proceeding
V2C: A Trust-Based Vehicle to Cloud Anomaly Detection Framework for Automotive Systems

Author: Thomas Rosenstatter; Tomas Olovsson; Magnus Almgren

Published: 2021

Published in: Proceedings of The 16th International Conference on Availability, Reliability and Security (ARES 2021)

Publication type: Paper in proceeding
Performance of deep neural networks on low-power IoT devices

Author: Christos Profentzas; Magnus Almgren; Olaf Landsiedel

Published: 2021

Published in: CPS-IoTBench '21: Proceedings of the Workshop on Benchmarking Cyber-Physical Systems and Internet of Things

Publication type: Paper in proceeding
Spectra: Detecting Attacks on In-Vehicle Networks through Spectral Analysis of CAN-Message Payloads

Author: Wissam Aoudi; Nasser Nowdehi; Magnus Almgren; Tomas Olovsson

Published: 2021

Published in: Proceedings of the ACM Symposium on Applied Computing

Publication type: Paper in proceeding
A Framework for Determining Robust Context-Aware Attack-Detection Thresholds for Cyber-Physical Systems

Author: Wissam Aoudi; Magnus Almgren

Published: 2021

Published in: Australasian Information Security Conference, AISC 2021

Publication type: Paper in proceeding
2020
AUTOSAR Embedded Security in Vehicles

Author: Adi Karahasanovic; Pierre Kleberger; Magnus Almgren

Published: 2020

Published in: Automotive Cyber Security: Introduction, Challenges, and Standardization

Publication type: Book chapter
A Scalable Specification-Agnostic Multi-Sensor Anomaly Detection System for IIoT Environments

Author: Wissam Aoudi; Magnus Almgren

Published: 2020

Published in: International Journal of Critical Infrastructure Protection

Publication type: Journal article
Intrusion Detection in Industrial Networks via Data Streaming

Author: Ismail Butun; Magnus Almgren; Vincenzo Massimiliano Gulisano; Marina Papatriantafilou

Published: 2020

Published in: Industrial IoT: Challenges, Design Principles, Applications, and Security

Publication type: Book chapter
Industry Paper: On the Performance of Commodity Hardware for Low Latency and Low Jitter Packet Processing

Author: Charalampos Stylianopoulos; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou; Trevor Neish; Linus Gillander; Bengt Johansson; Staffan Bonnier

Published: 2020

Published in: DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems

Publication type: Paper in proceeding
Delegation sketch: A parallel design with support for fast and accurate concurrent operations

Author: Charalampos Stylianopoulos; Ivan Walulya; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou

Published: 2020

Published in: Proceedings of the 15th European Conference on Computer Systems, EuroSys 2020

Publication type: Paper in proceeding
TinyEVM: Off-Chain Smart Contracts on Low-Power IoT Devices

Author: Christos Profentzas; Magnus Almgren; Olaf Landsiedel

Published: 2020

Published in: 40th IEEE International Conference on Distributed Computing Systems

Publication type: Paper in proceeding
Multiple pattern matching for network security applications: Acceleration through vectorization (pre-print version)

Author: Charalampos Stylianopoulos; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou

Published: 2020

Published in: Journal of Parallel and Distributed Computing

Publication type: Journal article
BES: Differentially Private Event Aggregation for large-scale IoT-based Systems

Author: Valentin Tudor; Vincenzo Massimiliano Gulisano; Magnus Almgren; Marina Papatriantafilou

Published: 2020

Published in: Future Generation Computer Systems

Publication type: Journal article
2019
Preface

Author: Roberto Perdisci; Clémentine Maurice; Giorgio Giacinto; Magnus Almgren

Published: 2019

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Other conference contribution
Co-Evaluation of Pattern Matching Algorithms on IoT Devices with Embedded GPUs

Author: Charalampos Stylianopoulos; Simon Kindström; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou

Published: 2019

Published in: Proceedings of the 35th Annual Computer Security Applications Conference

Publication type: Paper in proceeding
A probe into process-level attack detection in industrial environments from a side-channel perspective

Author: Wissam Aoudi; Albin Hellqvist; Albert Overland; Magnus Almgren

Published: 2019

Published in: ACM International Conference Proceeding Series

Publication type: Paper in proceeding
CASAD: CAN-Aware Stealthy-Attack Detection for In-Vehicle Networks

Author: Nasser Nowdehi; Wissam Aoudi; Magnus Almgren; Tomas Olovsson

Published: 2019

Published in:

Publication type: Preprint
Model-Free Detection of Cyberattacks on Voltage Control in Distribution Grids

Author: Mohammed S. Kemal; Wissam Aoudi; Rasmus L. Olsen; Magnus Almgren; Hans-Peter Schwefel

Published: 2019

Published in: 15th European Dependable Computing Conference

Publication type: Paper in proceeding
Analysis of door openings of refrigerated display cabinets in an operational supermarket

Author: Tommie Månsson; Adones Rukundo; Magnus Almgren; Philippas Tsigas; Christian Marx; York Ostermeyer

Published: 2019

Published in: Journal of Building Engineering

Publication type: Journal article
RICS-el: Building a national testbed for research and training on SCADA security (short paper)

Author: Magnus Almgren; Peter Andersson; Gunnar Björkman; Mathias Ekstedt; Jonas Hallberg; Simin Nadjm-Tehrani; Erik Westring

Published: 2019

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Paper in proceeding
Understanding Common Automotive Security Issues and Their Implications

Author: Aljoscha Lautenbach; Magnus Almgren; Tomas Olovsson

Published: 2019

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Paper in proceeding
Geometric Monitoring in Action: a Systems Perspective for the Internet of Things

Author: Charalampos Stylianopoulos; Magnus Almgren; Olaf Landsiedel; Marina Papatriantafilou

Published: 2019

Published in: Proceedings - Conference on Local Computer Networks, LCN

Publication type: Paper in proceeding

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Page manager Published: Wed 15 Dec 2021.