Magnus Almgren

Docent vid Chalmers, Data- och informationsteknik, Nätverk och system

Magnus Almgren is an associate professor at Chalmers university of technology in the department of computer science and engineering, Sweden. His research interests include system security, in particular intrusion detection systems, machine learning in security, and security suitable for IoT and other types of cyber-physical systems.

Källa: orcid.org

Visar 44 publikationer

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
Artikel i vetenskaplig tidskrift
2017

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

Aljoscha Lautenbach, Magnus Almgren, Tomas Olovsson
Critical Information Infrastructures Security: 12th International Conference, CRITIS 2017
Paper i proceeding
2017

Adapting Threat Modeling Methods for the Automotive Industry

Adi Karahasanovic, Pierre Kleberger, Magnus Almgren
Paper i 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, Bristol, United Kingdom, 14-17 August 2017, p. 472-482
Paper i proceeding
2016

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 i 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 i 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 i 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, p. 2204-2211
Paper i 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 i proceeding
2015

Detection of intrusions and malware, and vulnerability assessment

Magnus Almgren, Vincenzo Massimiliano Gulisano, F. Maggi
Lecture Notes in Computer Science. Vol. 9148
Paper i 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
Poster (konferens)
2014

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 i proceeding
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 i proceeding
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 i proceeding
2014

When Smart Cities meet Big Data

Vincenzo Massimiliano Gulisano, Magnus Almgren, Marina Papatriantafilou
Artikel i övriga tidskrifter
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 i 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 i proceeding
2014

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 i proceeding
2013

Seventh European Conference on Computer Network Defence (EC2ND)

Magnus Almgren, Stefano Zanero, Fredrico Maggi et al
Samlingsverk (redaktörskap)
2013

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

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

The Red Book

Evangelos Markatos, Davide Balzarotti, Magnus Almgren et al
Bok
2013

Algorithms and Data Handling Towards Adaptive and Robust Electricity Networks

Magnus Almgren, Daniel Cederman, Zhang Fu et al
Chalmers Energy Conference 2013
Poster (konferens)
2013

Cybersecurity in the Smart Grid

Magnus Almgren, Zhang Fu, Vincenzo Massimiliano Gulisano et al
Chalmers Energy Conference 2013
Poster (konferens)
2013

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

Valentin Tudor, Magnus Almgren, Marina Papatriantafilou
1st ACM Workshop on Language Support for Privacy-Enhancing Technologies, PETShop 2013 - Co-located with the 20th ACM Conference on Computer and Communications Security, CCS 2013; Berlin; Germany; 4 November 2013 through 4 November 2013, p. 61-70
Paper i 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 i proceeding
2011

Emerging and Future Cyber Threats to Critical Systems

Edita Djambazova, Magnus Almgren, Kiril Dimitrov et al
Lecture Notes in Computer Science. Vol. 6555, p. 29-46
Paper i proceeding
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 i proceeding
2011

Pre-proceedings of EC2ND 2011

Magnus Almgren, Federico Maggi, Manolis Stamatogiannakis et al
Samlingsverk (redaktörskap)
2011

Mapping Systems Security Research at Chalmers

Magnus Almgren, Zhang Fu, Erland Jonsson et al
First SysSec Workshop (SysSec 2011), p. 67-70
Paper i proceeding
2010

Security Arena, årsrapport 2009

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

Forward White Book: Emerging ICT Threats

Christoffer Kruegel, Magnus Almgren, Herbert Bos et al
Bok
2010

Tracking Malicious Hosts on a 10Gbps Backbone Link

Magnus Almgren, Wolfgang John
Lecture Notes in Computer Science. Vol. 7127, p. 104-120
Paper i proceeding
2009

FORWARD Threat Report

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

FORWARD -- Second Workshop Report

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

Security Arena, årsrapport 2008

Bosse Norrhem, Magnus Almgren, Torbjörn Andreasson et al
Rapport
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 i proceeding
2008

Techniques for Improving Intrusion Detection

Magnus Almgren
Doktorsavhandling
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 i 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 i proceeding
2006

Tuning an IDS - Learning the User's Preferences

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

Intrusion Detection and Protection of Application Servers

Magnus Almgren
Licentiatavhandling
2004

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

Erland Jonsson, Alfonso Valdes, Magnus Almgren
Samlingsverk (redaktörskap)
2004

Using Active Learning in Intrusion Detection

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

Spara referenser

Om du har installerat Zotero eller Mendeley på din dator kan du direkt ta ut referenser från de publikationer du ser i listan.

Du laddar ner dessa pluginer här:
Zotero
Mendeley

Visar 8 forskningsprojekt

2017–2020

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

Marina Papatriantafilou Nätverk och system
Magnus Almgren Nätverk och system
Ankur Srivastava Elkraftteknik
Vincenzo Massimiliano Gulisano Nätverk och system
David Steen Elkraftteknik
Anh Tuan Le Elkraftteknik
Europeiska kommissionen (Horisont 2020)

2016–2017

Big Data Processing in the context of Smart Buildings,

Philippas Tsigas Nätverk och system
Adones Rukundo Data- och informationsteknik
Gregor Ulm Nätverk och system
York Ostermeyer Byggnadsteknologi
Tommie Månsson Byggnadsteknologi
Christian Marx Byggnadsteknologi
Magnus Almgren Nätverk och system
Climate-KIC
Chalmers

2015–2020

Säkra IT-system för drift och övervakning av samhällskritisk infrastruktur

Magnus Almgren Nätverk och system
Wissam Aoudi Nätverk och system
Myndigheten för samhällsskydd och beredskap

2015–2015

Utveckling och anpassning av modern metodik för effektivt lärande av datasäkerhet

Magnus Almgren Nätverk och system
Chalmers

2015–2016

Examine –- Extracting useful information out of data in AMI networking

Marina Papatriantafilou Nätverk och system
Magnus Almgren Nätverk och system
Olaf Landsiedel Nätverk och system
Vincenzo Massimiliano Gulisano Nätverk och system
Zhang Fu Nätverk och system
Viktor Botev Nätverk och system
Göteborg Energi, Forskningsstiftelsen

2013–2016

Storskalig dataanalys från Internet of Things för att möjliggöra framtidens hållbara stad

Olaf Landsiedel Nätverk och system
Marina Papatriantafilou Nätverk och system
Charalampos Stylianopoulos Nätverk och system
Magnus Almgren Nätverk och system
Viktor Botev Nätverk och system
Energimyndigheten

2012–2014

Utvecklande av dataalgoritmer för nätverk för att stärka anpassningsbarhet och robusthet i elnät

Olaf Landsiedel Nätverk och system
Vincenzo Massimiliano Gulisano Nätverk och system
Marina Papatriantafilou Nätverk och system
Magnus Almgren Nätverk och system
Zhang Fu Nätverk och system
Göteborg Energi AB

2012–2015

CRitical Infrastructure Security AnaLysIS (CRISALIS)

Magnus Almgren Nätverk och system
Vincenzo Massimiliano Gulisano Nätverk och system
Valentin Tudor Nätverk och system
Zhang Fu Nätverk och system
Marina Papatriantafilou Nätverk och system
Europeiska kommissionen (FP7)

Det kan finnas fler projekt där Magnus Almgren medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.