Magnus Almgren

Associate Professor at Network and Systems

More details on personal website:

Source: chalmers.se
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Showing 86 publications

2024

A SURVEY OF RECENT AUTOMOTIVE SOFTWARE SECURITY VULNERABILITIES: TRENDS AND ATTACK VECTORS

Srijita Basu, Miroslaw Staron, Jennifer Horkoff et al
Other conference contribution
2023

Security-Enhancing Digital Twins: Characteristics, Indicators, and Future Perspectives

Matthias Eckhart, Andreas Ekelhart, David Allison et al
IEEE Security and Privacy. Vol. 21 (6), p. 64-75
Journal article
2023

Scheduling to the Rescue; Improving ML-Based Intrusion Detection for IoT

Aria Mirzai, Ali Zülfükar Coban, Magnus Almgren et al
EUROSEC 2023 - Proceedings of the 2023 European Workshop on System Security, p. 44-50
Paper in proceeding
2023

CPSIoTSec'23: Fifth Workshop on CPS & IoT Security and Privacy

Magnus Almgren, Earlence Fernandes
CCS 2023 - Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, p. 3648-3650
Paper in proceeding
2023

Gap analysis of ISO/SAE 21434 – Improving the automotive cybersecurity engineering life cycle

Daniel Grimm, Aljoscha Lautenbach, Magnus Almgren et al
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, p. 1904-1911
Paper in proceeding
2023

CPSIoTSec 23: Workshop Chairs Welcome

Magnus Almgren, Earlence Fernandes
CPSIoTSec 2023 - Proceedings of the 5th Workshop on CPS and IoT Security and Privacy, p. III-
Other conference contribution
2023

Clipaha: A Scheme to Perform Password Stretching on the Client

Francisco Blas Izquierdo Riera, Magnus Almgren, Pablo Picazo-Sanchez et al
Proceedings of the 9th International Conference on Information Systems Security and Privacy, p. 58-69
Paper in proceeding
2023

Evaluation of Open-Source Tools for Differential Privacy

Shiliang Zhang, Anton Hagermalm, Sanjin Slavnic et al
Sensors. Vol. 23 (14)
Journal article
2023

Gridchain: an investigation of privacy for the future local distribution grid

Pablo Picazo-Sanchez, Magnus Almgren
International Journal of Information Security. Vol. 22 (1), p. 29-46
Journal article
2022

Towards an information-theoretic framework of intrusion detection for composed systems and robustness analyses

Tobias Mages, Magnus Almgren, Christian Rohner
Computers and Security. Vol. 116
Journal article
2022

MicroTL: Transfer Learning on Low-Power IoT Devices

Christos Profentzas, Magnus Almgren, Olaf Landsiedel
Proceedings - Conference on Local Computer Networks, LCN, p. 34-41
Paper in proceeding
2022

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

Christos Profentzas, Magnus Almgren, Olaf Landsiedel
International Conference on Embedded Wireless Systems and Networks
Paper in proceeding
2021

Performance of deep neural networks on low-power IoT devices

Christos Profentzas, Magnus Almgren, Olaf Landsiedel
CPS-IoTBench 2021 - Proceedings of the 2021 Benchmarking Cyber-Physical Systems and Internet of Things
Paper in proceeding
2021

Proposing HEAVENS 2.0 – an automotive risk assessment model

Aljoscha Lautenbach, Magnus Almgren, Tomas Olovsson
Proceedings - CSCS 2021: ACM Computer Science in Cars Symposium
Paper in proceeding
2021

V2C: A Trust-Based Vehicle to Cloud Anomaly Detection Framework for Automotive Systems

Thomas Rosenstatter, Tomas Olovsson, Magnus Almgren
ACM International Conference Proceeding Series, p. 1-10
Paper in proceeding
2021

Spectra: Detecting Attacks on In-Vehicle Networks through Spectral Analysis of CAN-Message Payloads

Wissam Aoudi, Nasser Nowdehi, Magnus Almgren et al
Proceedings of the ACM Symposium on Applied Computing, p. 1588-1597
Paper in proceeding
2020

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

Charalampos Stylianopoulos, Magnus Almgren, Olaf Landsiedel et al
DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems, p. 177-182
Paper in proceeding
2020

BES: Differentially Private Event Aggregation for large-scale IoT-based Systems

Valentin Tudor, Vincenzo Massimiliano Gulisano, Magnus Almgren et al
Future Generation Computer Systems. Vol. 108, p. 1241-1257
Journal article
2020

Intrusion Detection in Industrial Networks via Data Streaming

Ismail Butun, Magnus Almgren, Vincenzo Massimiliano Gulisano et al
Industrial IoT: Challenges, Design Principles, Applications, and Security, p. 213-238
Book chapter
2020

A Scalable Specification-Agnostic Multi-Sensor Anomaly Detection System for IIoT Environments

Wissam Aoudi, Magnus Almgren
International Journal of Critical Infrastructure Protection. Vol. 30
Journal article
2020

AUTOSAR Embedded Security in Vehicles

Adi Karahasanovic, Pierre Kleberger, Magnus Almgren
Automotive Cyber Security: Introduction, Challenges, and Standardization, p. 97-120
Book chapter
2020

TinyEVM: Off-Chain Smart Contracts on Low-Power IoT Devices

Christos Profentzas, Magnus Almgren, Olaf Landsiedel
Proceedings - International Conference on Distributed Computing Systems. Vol. 2020-November, p. 507-518
Paper in proceeding
2020

Delegation sketch: A parallel design with support for fast and accurate concurrent operations

Charalampos Stylianopoulos, Ivan Walulya, Magnus Almgren et al
Proceedings of the 15th European Conference on Computer Systems, EuroSys 2020
Paper in proceeding
2020

Multiple pattern matching for network security applications: Acceleration through vectorization (pre-print version)

Charalampos Stylianopoulos, Magnus Almgren, Olaf Landsiedel et al
Journal of Parallel and Distributed Computing. Vol. 137, p. 34-52
Journal article
2019

Co-Evaluation of Pattern Matching Algorithms on IoT Devices with Embedded GPUs

Charalampos Stylianopoulos, Simon Kindström, Magnus Almgren et al
ACM International Conference Proceeding Series. Vol. 2019-January, p. 17-27
Paper in proceeding
2019

IoTLogBlock: Recording Off-line Transactions of Low-Power IoT Devices Using a Blockchain

Christos Profentzas, Olaf Landsiedel, Magnus Almgren
Proceedings - Conference on Local Computer Networks, LCN. Vol. 2019-October
Paper in proceeding
2019

Model-Free Detection of Cyberattacks on Voltage Control in Distribution Grids

Mohammed S. Kemal, Wissam Aoudi, Rasmus L. Olsen et al
Proceedings - 2019 15th European Dependable Computing Conference, EDCC 2019
Paper in proceeding
2019

Continuous Monitoring meets Synchronous Transmissions and In-Network Aggregation

Charalampos Stylianopoulos, Magnus Almgren, Olaf Landsiedel et al
Proceedings - 15th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2019, p. 157-166
Paper in proceeding
2019

Understanding Common Automotive Security Issues and Their Implications

Aljoscha Lautenbach, Magnus Almgren, Tomas Olovsson
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11552 LNCS, p. 19-34
Paper in proceeding
2019

Preface

Roberto Perdisci, Clémentine Maurice, Giorgio Giacinto et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11543 LNCS, p. v-vi
Other conference contribution
2019

A probe into process-level attack detection in industrial environments from a side-channel perspective

Wissam Aoudi, Albin Hellqvist, Albert Overland et al
ACM International Conference Proceeding Series, p. 1-10
Paper in proceeding
2019

Performance of Secure Boot in Embedded Systems

Christos Profentzas, Mirac Günes, Ioannis Nikolakopoulos et al
Proceedings - 15th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2019, p. 198-204
Paper in proceeding
2019

CASAD: CAN-Aware Stealthy-Attack Detection for In-Vehicle Networks

Nasser Nowdehi, Wissam Aoudi, Magnus Almgren et al
Preprint
2019

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

Magnus Almgren, Peter Andersson, Gunnar Björkman et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11260 LNCS, p. 219-225
Paper in proceeding
2019

Analysis of door openings of refrigerated display cabinets in an operational supermarket

Tommie Månsson, Adones Rukundo, Magnus Almgren et al
Journal of Building Engineering. Vol. 26 (Nov.)
Journal article
2018

What the Stack? On Memory Exploitation and Protection in Resource Constrained Automotive Systems

Aljoscha Lautenbach, Magnus Almgren, Tomas Olovsson
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 10707 LNCS, p. 185-193
Paper in proceeding
2018

The Nuts and Bolts of Deploying Process-Level IDS in Industrial Control Systems

Magnus Almgren, Wissam Aoudi, Robert Gustafsson et al
ACM International Conference Proceeding Series, p. 17-24
Paper in proceeding
2018

eChIDNA: Continuous Data Validation in Advanced Metering Infrastructures

Joris Van Rooij, Johan Swetzén, Vincenzo Massimiliano Gulisano et al
2018 IEEE International Energy Conference (ENERGYCON), p. 1-6
Paper in proceeding
2018

Data Modelling for Predicting Exploits

Alexander Reinthal, Eleftherios Lef Filippakis, Magnus Almgren
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11252 LNCS, p. 336-351
Paper in proceeding
2018

Truth Will Out: Departure-Based Process-Level Detection of Stealthy Attacks on Control Systems

Wissam Aoudi, Mikel Iturbe, Magnus Almgren
Proceedings of the ACM Conference on Computer and Communications Security, p. 817-831
Paper in proceeding
2018

CLort: High Throughput and Low Energy Network Intrusion Detection on IoT Devices with Embedded GPUs

Charalampos Stylianopoulos, Linus Johansson, Oskar Olsson et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11252 LNCS, p. 187-202
Paper in proceeding
2018

Geometric Monitoring in Action: a Systems Perspective for the Internet of Things

Charalampos Stylianopoulos, Magnus Almgren, Olaf Landsiedel et al
Proceedings - Conference on Local Computer Networks, LCN. Vol. 2018-October, p. 433-436
Paper in proceeding
2018

The influence of dataset characteristics on privacy preserving methods in the Advanced Metering Infrastructure

Valentin Tudor, Magnus Almgren, Marina Papatriantafilou
Computers and Security. Vol. 76, p. 178-196
Journal article
2017

Employing Private Data in AMI Applications: Short Term Load Forecasting Using Differentially Private Aggregated Data

Valentin Tudor, Magnus Almgren, Marina Papatriantafilou
The 13th IEEE International Conference on Advanced and Trusted Computing, Toulouse, France, 18-21 July 2016, p. 404-413
Paper in proceeding
2017

Multiple Pattern Matching for Network Security Applications: Acceleration through Vectorization

Charalampos Stylianopoulos, Magnus Almgren, Olaf Landsiedel et al
46th International Conference on Parallel Processing, ICPP 2017, p. 472-482
Paper in proceeding
2017

Adapting Threat Modeling Methods for the Automotive Industry

Adi Karahasanovic, Pierre Kleberger, Magnus Almgren
Paper in proceeding
2016

Detecting Non-Technical Energy Losses through Structural Periodic Patterns in AMI data

Viktor Botev, Magnus Almgren, Vincenzo Massimiliano Gulisano et al
BDSG/BigData: Proceedings of the Workshop on Big Data in Smart Grids at the IEEE International Conference on BigData, p. 3121-3130
Paper in proceeding
2016

BES - Differentially Private and Distributed Event Aggregation in Advanced Metering Infrastructures

Vincenzo Massimiliano Gulisano, Valentin Tudor, Magnus Almgren et al
2nd ACM Cyber-Physical System Security Workshop (CPSS 2016), p. 59-69
Paper in proceeding
2015

Harnessing the unknown in advanced metering infrastructure traffic

Valentin Tudor, Magnus Almgren, Marina Papatriantafilou
SAC '15 Proceedings of the 30th Annual ACM Symposium on Applied Computing. Vol. 13-17-April-2015, p. 2204-2211
Paper in proceeding
2015

Online and scalable data validation in advanced metering infrastructures

Vincenzo Massimiliano Gulisano, Magnus Almgren, Marina Papatriantafilou
IEEE PES Innovative Smart Grid Technologies Conference Europe; 12-15 Oct. 2014 Istanbul. Vol. 2015-January (January)
Paper in proceeding
2015

A study on data de-pseudonymization in the smart grid

Valentin Tudor, Magnus Almgren, Marina Papatriantafilou
8th European Workshop on System Security, EuroSec 2015; Bordeaux, France
Paper in proceeding
2015

METIS: a Two-Tier Intrusion Detection System for Advanced Metering Infrastructures

Vincenzo Massimiliano Gulisano, Magnus Almgren, Marina Papatriantafilou
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. Vol. 153, p. 51-68
Paper in proceeding
2015

Detection of intrusions and malware, and vulnerability assessment

Magnus Almgren, Vincenzo Massimiliano Gulisano, F. Maggi
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9148
Paper in proceeding
2014

T-Fuzz: Model-based fuzzing for robustness testing of telecommunication protocols

W. Johansson, M.A. Svensson, Ulf Larson et al
Proceedings - IEEE 7th International Conference on Software Testing, Verification and Validation, ICST 2014, p. 323-332
Paper in proceeding
2014

Cybersecurity and Data Management in the Smart Grid

Magnus Almgren, Zhang Fu, Vincenzo Massimiliano Gulisano et al
Chalmers Initiative Seminar on Big Data
Conference poster
2014

Online Temporal-Spatial Analysis for Detection of Critical Events in Cyber-Physical Systems

Zhang Fu, Magnus Almgren, Olaf Landsiedel et al
2014 IEEE International Conference on Big Data (IEEE BigData 2014), p. 129-134
Paper in proceeding
2014

METIS: A two-tier intrusion detection system for advanced metering infrastructures

Vincenzo Massimiliano Gulisano, Magnus Almgren, Marina Papatriantafilou
e-Energy 2014 - Proceedings of the 5th ACM International Conference on Future Energy Systems, p. 211-212
Paper in proceeding
2014

When Smart Cities meet Big Data

Vincenzo Massimiliano Gulisano, Magnus Almgren, Marina Papatriantafilou
ERCIM news. Vol. 98
Magazine article
2014

Managing your Trees: Insights from a Metropolitan-Scale Low-Power Wireless Network

Zhang Fu, Olaf Landsiedel, Magnus Almgren et al
CCSES'14: Proceedings of the 3rd Workshop on Communications and Control for Smart Energy Systems held in conjunction with the 33rd IEEE International Conference on Computer Communications (INFOCOM)
Paper in proceeding
2013

Analysis of the Impact of Data Granularity on Privacy for the Smart Grid

Valentin Tudor, Magnus Almgren, Marina Papatriantafilou
Proceedings of the ACM Conference on Computer and Communications Security, p. 61-70
Paper in proceeding
2013

Managing your Trees: Insights from a Metropolitan-Scale Low-Power Wireless Network

Zhang Fu, Olaf Landsiedel, Magnus Almgren et al
Report
2013

Algorithms and Data Handling Towards Adaptive and Robust Electricity Networks

Magnus Almgren, Daniel Cederman, Zhang Fu et al
Chalmers Energy Conference 2013
Conference poster
2013

Cybersecurity in the Smart Grid

Magnus Almgren, Zhang Fu, Vincenzo Massimiliano Gulisano et al
Chalmers Energy Conference 2013
Conference poster
2013

Seventh European Conference on Computer Network Defence (EC2ND)

Magnus Almgren, Stefano Zanero, Fredrico Maggi et al
Edited book
2013

The Red Book

Evangelos Markatos, Davide Balzarotti, Magnus Almgren et al
Book
2012

Tracking Malicious Hosts on a 10Gbps Backbone Link

Magnus Almgren, Wolfgang John
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7127 LNCS, p. 104-120
Paper in proceeding
2012

Remote control of smart meters: friend or foe?

Mihai Costache, Valentin Tudor, Magnus Almgren et al
Proceedings - 2011 7th European Conference on Computer Network Defense, EC2ND 2011, p. 49-56
Paper in proceeding
2011

Emerging and Future Cyber Threats to Critical Systems

Edita Djambazova, Magnus Almgren, Kiril Dimitrov et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6555, p. 29-46
Paper in proceeding
2011

Mapping Systems Security Research at Chalmers

Magnus Almgren, Zhang Fu, Erland Jonsson et al
First SysSec Workshop (SysSec 2011), p. 67-70
Paper in proceeding
2011

Pre-proceedings of EC2ND 2011

Magnus Almgren, Federico Maggi, Manolis Stamatogiannakis et al
Edited book
2011

On Collection of Large-Scale Multi-Purpose Datasets on Internet Backbone Links

Farnaz Moradi, Magnus Almgren, Wolfgang John et al
The First Workshop on Building Analysis Datasets and Gathering Experience Returns for Security, BADGERS 2011, Salzburg, Austria, 10 April 2011, p. 62-69
Paper in proceeding
2010

Security Arena, årsrapport 2009

Bosse Norrhem, Magnus Almgren, Torbjörn Andreasson et al
Report
2010

Forward White Book: Emerging ICT Threats

Christoffer Kruegel, Magnus Almgren, Herbert Bos et al
Book
2009

FORWARD Threat Report

Christoffer Kruegel, Magnus Almgren, Herbert Bos et al
Book
2009

FORWARD -- Second Workshop Report

Christoffer Kruegel, Magnus Almgren, Herbert Bos et al
Report
2009

Security Arena, årsrapport 2008

Bosse Norrhem, Magnus Almgren, Torbjörn Andreasson et al
Report
2008

Investigating the Benefits of Using Multiple Intrusion-Detection Sensors

Magnus Almgren, Erland Jonsson
The 13th Nordic Workshop on Secure IT-systems. Published by the Technical University of Denmark., p. 13-26
Paper in proceeding
2008

Techniques for Improving Intrusion Detection

Magnus Almgren
Doctoral thesis
2008

A Multi-Sensor Model to Improve Automated Attack Detection

Magnus Almgren, Ulf Lindqvist, Erland Jonsson
11th International Symposium, RAID 2008, Cambridge, MA, USA, September 15-17, 2008. Lecture Notes in Computer Science. Vol. 5230/2008, p. 291-310
Paper in proceeding
2007

A Comparison of Alternative Audit Sources for Web Server Attack Detection

Magnus Almgren, Erland Jonsson, Ulf Lindqvist
The 12th Nordic Workshop on Secure IT-systems
Paper in proceeding
2006

Tuning an IDS - Learning the User's Preferences

Magnus Almgren, Erland Jonsson
The 11th Nordic Workshop on Secure IT-systems
Paper in proceeding
2005

Intrusion Detection and Protection of Application Servers

Magnus Almgren
Licentiate thesis
2004

Recent Advances in Intrusion Detection: 7th International Symposium, RAID 2004

Erland Jonsson, Alfonso Valdes, Magnus Almgren
Edited book
2004

Using Active Learning in Intrusion Detection

Magnus Almgren, Erland Jonsson
Computer Security Foundations Workshop, p. 88--98-
Paper in proceeding
2003

Implications of IDS Classification on Attack Detection

Magnus Almgren, Emilie Lundin, Erland Jonsson
Nordic Workshop on Secure IT Systems (NordSec), p. 57--70-
Paper in proceeding

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Showing 8 research projects

2017–2021

Integrated cyber-physical solutions for intelligent distribution grid with high penetration of renewables (UNITED-GRID)

Anh Tuan Le Electric Power Engineering
Jacqueline Plette Chalmers, Research support
Magnus Almgren Networks and Systems (Chalmers)
Ankur Srivastava Electric Power Engineering
Vincenzo Massimiliano Gulisano Networks and Systems (Chalmers)
David Steen Electric Power Engineering
Ioannis Bouloumpasis Power grids and Components
Marina Papatriantafilou Networks and Systems (Chalmers)
Ismail Butun Networks and Systems (Chalmers)
European Commission (EC)

38 publications exist
2016–2017

Big Data Processing in the context of Smart Buildings,

Adones Rukundo Computer Science and Engineering (Chalmers)
Philippas Tsigas Networks and Systems (Chalmers)
Magnus Almgren Networks and Systems (Chalmers)
Gregor Ulm Networks and Systems (Chalmers)
Christian Marx Building Technology
York Ostermeyer Building Technology
Tommie Månsson Building Technology
Chalmers
Climate-KIC

2015–2020

Resilient Information and Control Systems (RICS)

Magnus Almgren Networks and Systems (Chalmers)
Wissam Aoudi Networks and Systems (Chalmers)
Swedish Civil Contingencies Agency

31 publications exist
2015–2015

Development and adoption of modern methods for effective learning of computer security

Magnus Almgren Networks and Systems (Chalmers)
Chalmers

2015–2016

Examine –Extracting useful information out of data in AMI networking

Marina Papatriantafilou Networks and Systems (Chalmers)
Magnus Almgren Networks and Systems (Chalmers)
Olaf Landsiedel Networks and Systems (Chalmers)
Vincenzo Massimiliano Gulisano Networks and Systems (Chalmers)
Zhang Fu Networks and Systems (Chalmers)
Viktor Botev Networks and Systems (Chalmers)
Göteborg Energi, Foundation for Research and Developmen

2013–2016

Big Data and Internet of Things for the Sustainable Living in the Future City

Olaf Landsiedel Networks and Systems (Chalmers)
Marina Papatriantafilou Networks and Systems (Chalmers)
Charalampos Stylianopoulos Networks and Systems (Chalmers)
Magnus Almgren Networks and Systems (Chalmers)
Viktor Botev Networks and Systems (Chalmers)
Swedish Energy Agency

2012–2014

Algorithms for adaptiveness and robustness in electricity networks

Olaf Landsiedel Networks and Systems (Chalmers)
Vincenzo Massimiliano Gulisano Networks and Systems (Chalmers)
Marina Papatriantafilou Networks and Systems (Chalmers)
Magnus Almgren Networks and Systems (Chalmers)
Zhang Fu Networks and Systems (Chalmers)
Göteborg Energi AB

2012–2015

CRitical Infrastructure Security AnaLysIS (CRISALIS)

Zhang Fu Networks and Systems (Chalmers)
Magnus Almgren Networks and Systems (Chalmers)
Vincenzo Massimiliano Gulisano Networks and Systems (Chalmers)
Valentin Tudor Networks and Systems (Chalmers)
Marina Papatriantafilou Networks and Systems (Chalmers)
European Commission (EC)

There might be more projects where Magnus Almgren participates, but you have to be logged in as a Chalmers employee to see them.