Lessons Learned from Assessing Trustworthy AI in Practice External link |
Vetter, Dennis; Amann, Julia; Bruneault, Frédérick; Coffee, Megan; Düdder, Boris; Gallucci, Alessio; Gilbert, Thomas Krendl; Hagendorff, Thilo; van Halem, Irmhild; Hickman, Eleanore; Hildt, Elisabeth; Holm, Sune; Kararigas, Georgios; Kringen, Pedro; Madai, Vince I.; Wiinblad Mathez, Emilie; Tithi, Jesmin Jahan; Westerlund, Magnus; Wurth, Renee; Zicari, Roberto V. |
Digital Society |
2023 |
Rollen av yrkeshögskoleforskning External link |
Westerlund, Magnus |
Toolilainen |
2023 |
Using Sentence Embeddings and Semantic Similarity for Seeking Consensus when Assessing Trustworthy AI External link |
Vetter, Dennis; Tithi, Jesmin Jahan; Westerlund, Magnus; Zicari, Roberto V. |
CEUR workshop proceedings |
2022 |
Privacy and security challenges for autonomous agents : A study of two social humanoid service robots External link |
Bistrom, Dennis; Westerlund, Magnus; Duncan, Bob; Jaatun, Martin Gilje |
2022 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) |
2022 |
Cost-Effective Permanent Audit Trails for Securing SME Systems when Adopting Mobile Technologies External link |
Duncan, Bob; Westerlund, Magnus |
IARIA |
2022 |
How to Assess Trustworthy AI in Practice External link |
Zicari, Roberto V.; Amann, Julia; Bruneault, Frédérick; Coffee, Megan; Düdder, Boris; Hickman, Eleanore; Gallucci, Alessio; Krendl Gilbert, Thomas; Hagendorff, Thilo; Halem, Irmhild van; Hildt, Elisabeth; Holm, Sune; Kararigas, Georgios; Kringen, Pedro; Madai, Vince I; Wiinblad Mathez, Emilie; Jahan Tithi, Jesmin; Vetter, Dennis; Westerlund, Magnus; Wurth, Renee |
arXiv.org |
2022 |
Decentralizing Machine Learning Operations using Web3 for IoT Platforms External link |
Wickström, John; Westerlund, Magnus; Raj, Emmanuel |
Proceedings : IEEE International Conference on Cloud Computing Technology and Science |
2022 |
Assessing Trustworthy AI in times of COVID-19: Deep Learning for predicting a multi-regional score conveying the degree of lung compromise in COVID-19 patients External link |
Allahabadi, Himanshi; Amann, Julia; Balot, Isabelle; Beretta, Andrea; Binkley, Charles; Bozenhard, Jonas; Bruneault, Frederick; Brusseau, James; Candemir, Sema; Cappellini, Luca Alessandro; Castagnet, Genevieve Fieux; Chakraborty, Subrata; Cherciu, Nicoleta; Cociancig, Christina; Coffee, Megan; Ek, Irene; Espinosa-Leal, Leonardo; Farina, Davide; Fieux-Castagnet, Genevieve; Frauenfelder, Thomas; Gallucci, Alessio; Giuliani, Guya; Golda, Adam; van Halem, Irmhild; Hildt, Elisabeth; Holm, Sune; Kararigas, Georgios; Krier, Sebastien A.; Kuhne, Ulrich; Lizzi, Francesca; Madai, Vince I.; Markus, Aniek F.; Masis, Serg; Mathez, Emilie Wiinblad; Mureddu, Francesco; Neri, Emanuele; Osika, Walter; Ozols, Matiss; Panigutti, Cecilia; Parent, Brendan; Pratesi, Francesca; Moreno-Sanchez, Pedro A.; Sartor, Giovanni; Savardi, Mattia; Signoroni, Alberto; Sormunen, Hanna; Spezzatti, Andy; Srivastava, Adarsh; Stephansen, Annette F.; Theng, Lau Bee; Tithi, Jesmin Jahan; Tuominen, Jarno; Umbrello, Steven; Vaccher, Filippo; Vetter, Dennis; Westerlund, Magnus; Wurth, Renee; Zicari, Roberto V. |
IEEE transactions on technology and society |
2022 |
Topic Modeling of StormFront Forum Posts External link |
Nazarko, Grigorii; Frank, Richard; Westerlund, Magnus |
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2021 |
Organizational Building Blocks for Blockchain Governance: A Survey of 241 Blockchain White Papers External link |
Honkanen, Petri; Nylund, Mats; Westerlund, Magnus |
Frontiers in Blockchain |
2021 |
Ethical maintenance of artificial intelligence systems External link |
Düdder, Boris; Möslein, Florian; Stürtz, Norman; Westerlund, Magnus; V. Zicari, Roberto |
|
2021 |
Z-Inspection®: A Process to Assess Trustworthy AI External link |
Zicari, Roberto V.; Brodersen, John; Brusseau, James; Dudder, Boris; Eichhorn, Timo; Ivanov, Todor; Kararigas, Georgios; Kringen, Pedro; McCullough, Melissa; Moslein, Florian; Mushtaq, Naveed; Roig, Gemma; Sturtz, Norman; Tolle, Karsten; Tithi, Jesmin Jahan; van Halem, Irmhild; Westerlund, Magnus |
IEEE Transactions on Technology and Society |
2021 |
On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls External link |
Zicari, Roberto V.; Brusseau, James; Blomberg, Stig Nikolaj; Christensen, Helle Collatz; Coffee, Megan; Ganapini, Marianna B.; Gerke, Sara; Gilbert, Thomas Krendl; Hickman, Eleanore; Hildt, Elisabeth; Holm, Sune; Kühne, Ulrich; Madai, Vince I.; Osika, Walter; Spezzatti, Andy; Schnebel, Eberhard; Tithi, Jesmin Jahan; Vetter, Dennis; Westerlund, Magnus; Wurth, Renee; Amann, Julia; Antun, Vegard; Beretta, Valentina; Bruneault, Frédérick; Campano, Erik; Düdder, Boris; Gallucci, Alessio; Goffi, Emmanuel; Haase, Christoffer Bjerre; Hagendorff, Thilo; Kringen, Pedro; Möslein, Florian; Ottenheimer, Davi; Ozols, Matiss; Palazzani, Laura; Petrin, Martin; Tafur, Karin; Tørresen, Jim; Volland, Holger; Kararigas, Georgios |
Frontiers in Human Dynamics |
2021 |
Co-design of a trustworthy AI system in healthcare : deep learning based skin lesion classifier External link |
Zicari, Roberto V.; Ahmed, Sheraz; Amann, Julia; Braun, Stephan Alexander; Brodersen, John; Bruneault, Frédérick; Brusseau, James; Campano, Erik; Coffee, Megan; Dengel, Andreas; Düdder, Boris; Gallucci, Alessio; Gilbert, Thomas Krendl; Gottfrois, Philippe; Goffi, Emmanuel; Haase, Christoffer Bjerre; Hagendorff, Thilo; Hickman, Eleanore; Hildt, Elisabeth; Holm, Sune; Kringen, Pedro; Kühne, Ulrich; Lucieri, Adriano; Madai, Vince I.; Moreno-Sánchez, Pedro A.; Medlicott, Oriana; Ozols, Matiss; Schnebel, Eberhard; Spezzatti, Andy; Tithi, Jesmin Jahan; Umbrello, Steven; Vetter, Dennis; Volland, Holger; Westerlund, Magnus; Wurth, Renee |
Frontiers in human dynamics |
2021 |
Incorporating Permanent Audit Trails for Corporates External link |
Duncan, Bob; Westerlund, Magnus; Wickström, John |
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2021 |
Smart Contract based Distributed IoT Security: A Protocol for Autonomous Device Management External link |
Wickstrom, John; Westerlund, Magnus; Pulkkis, Goran |
|
2021 |
Edge MLOps: An Automation Framework for AIoT Applications External link |
Raj, Emmanuel; Buffoni, David; Westerlund, Magnus; Ahola, Kimmo |
|
2021 |
Autonomous Industrial Management via Reinforcement Learning External link |
Espinosa-Leal, Leonardo; Chapman, Anthony; Westerlund, Magnus |
Journal of intelligent and fuzzy systems |
2020 |
Reliable Fleet Analytics for Edge IoT Solutions External link |
Raj, Emmanuel; Westerlund, Magnus; Espinosa-Leal, Leonardo |
Cloud Computing - International Conference on Cloud Computing, GRIDs, and Virtualization |
2020 |
Yrkeshögskolorna saknar finansieringsinstrument för teknisk utveckling External link |
Westerlund, Magnus |
Toolilainen |
2020 |
Rethinking IoT Security: A Protocol Based onBlockchain Smart Contracts for Secure andAutomated IoT Deployments External link |
Wickström, John; Westerlund, Magnus; Pulkkis, Göran |
arXiv |
2020 |
Version Control Using Distributed Ledger Technologies for Internet of Things Device Software Updates External link |
Westerlund, Magnus; Wickström, John; Pulkkis, Göran |
|
2019 |
Governance in Decentralized Ecosystems: A Survey of Blockchain and Distributed Ledger White Papers External link |
Honkanen, Petri; Westerlund, Magnus; Nylund, Mats |
|
2019 |
Muddie Week-Multiprofessional Digital Development: Service Design Innovation Model for Higher Education in the Context of Digital Health and Wellbeing External link |
Ahonen, Outi; Mononen, Asko; Valpas, Pirjo; Jalakas, Richard; Mahla, Marge; Havukumpu, Juha; Litina, Sanita; Brauna, Egita; Ekman, Petra; Valtakari, Kasper; Westerlund, Magnus |
Laurea Journal |
2019 |
Tackling the Cloud Forensic Problem While Keeping Your Eye on the GDPR External link |
Westerlund, Magnus; Jaatun, Martin Gilje |
2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) |
2019 |
Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review External link |
Espinosa Leal, Leonardo; Westerlund, Magnus; Chapman, Anthony |
|
2019 |
Determining an influence in the adoption readiness of extended reality technology through educational studies External link |
Forsström, Mikael; Ahonen, Mirko; Westerlund, Magnus; Tana, Jonas; Jeglinsky-Kankainen, Ira |
Journal advances in higher education |
2019 |
Specialisation studies in big data analytics External link |
Westerlund, Magnus; Espinosa-Leal, Leonardo |
Toolilainen |
2018 |
Blockchain and the Future of News External link |
Honkanen, Petri; Nylund, Mats; Westerlund, Magnus |
WAN-IFRA report |
2018 |
Blockchain-Based Security Solutions for IoT Systems External link |
Pulkkis, Göran; Karlsson, Jonny; Westerlund, Magnus |
|
2018 |
Towards Distributed Clouds: A Review About the Evolution of Centralized Cloud Computing, Distributed Ledger Technologies, and A Foresight on Unifying Opportunities and Security Implications External link |
Westerlund, Magnus; Kratzke, Nane |
|
2018 |
Reinforcement learning for extended reality: designing self-play scenarios External link |
Espinosa Leal, Leonardo A.; Chapman, Anthony; Westerlund, Magnus |
|
2018 |
Providing Tamper-Resistant Audit Trails with Distributed Ledger based Solutions for Forensics of IoT Systems using Cloud Resources External link |
Westerlund, Magnus; Neovius, Mats; Pulkkis, Göran |
International Journal On Advances in Security |
2018 |
Analytics for network security: a survey and taxonomy External link |
Grahn, Kaj; Westerlund, Magnus; Pulkkis, Göran |
Studies in computational intelligence |
2017 |
Smarta avtal - en utmaning för avtalslagen? External link |
Enkvist, Joachim; Westerlund, Magnus; Honkanen, Petri |
Tidskrift utgiven av juridiska föreningen finland |
2017 |
Secure and Reliable Internet of Things Systems for Healthcare External link |
Pulkkis, Goran; Karlsson, Jonny; Westerlund, Magnus; Tana, Jonas |
|
2017 |
Challenges and opportunities of internet of things in healthcare External link |
Göran Pulkkis; Magnus Westerlund; Jonny Karlsson; Jonas Tana |
Arcada Working Papers |
2016 |
Platform privacy : the missing piece of data protection legislation External link |
Magnus Westerlund; Joachim Enkvist |
Journal of intellectual property, information technology and electronic commerce law |
2016 |
Active intrusion management for web server software : Case WordPress External link |
Patrik Paarnio; Sam Stenvall; Magnus Westerlund; Göran Pulkkis |
|
2015 |
Designing a modern IT curriculum : including information analytics as a core knowledge area External link |
Magnus Westerlund; Göran Pulkkis |
|
2015 |
Feature engineering for detection of wormhole attacking in mobile ad hoc networks with machine learning methods External link |
Jonny Karlsson; Magnus Westerlund; Laurence Dooley; Göran Pulkkis |
Arcada Working papers |
2014 |
Using Extreme Learning Machine for intrusion detection in a big data environment External link |
Junlong Xiang; Magnus Westerlund; Dusan Sovilj; Göran Pulkkis |
|
2014 |
Big data analytics : what is it? External link |
Niklas Eriksson; Magnus Westerlund; Carl-Johan Rosenbröijer |
Arcada Working papers |
2014 |
Using ELM for intrusion in a big data environment External link |
Junlong Xiang; Magnus Westerlund; Dusan Sovilj; Timo Karvi; Göran Pulkkis |
Arcada Working papers |
2014 |
A generalized scalable software architecture for analyzing temporally structured big data in the cloud External link |
Magnus Westerlund; Ulf Hedlund; Göran Pulkkis; Kaj-Mikael Björk |
New perspectives in information systems and technologies |
2014 |
HP Trend Filtering Using Gaussian Mixture Model Weighted Heuristic External link |
Sayfullina, Luiza; Westerlund, Magnus; Bjork, Kaj Mikael; Toivonen, Hannu T. |
Proceedings : International Conference on Tools with Artificial Intelligence |
2014 |
Personuppgiftsskydd :bmed särskild betoning på profilering External link |
Joachim Enkvist, Magnus Westerlund |
JFT |
2013 |
Profiling web users : in light of the proposed EU data protection regulation External link |
Magnus Westerlund & Joachim Enkvist |
Retfærd |
2013 |
Profilering : några synpunkter ur ett juridiskt och ett tekniskt perspektiv External link |
Joachim Enkvist, Magnus Westerlund |
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2013 |
Information analytics methods for network and information security External link |
Jonny Karlsson, Magnus Westerlund and Göran Pulkkis |
|
2013 |
A local outdoor mobile tour guide in HTML5 : drivers and barriers External link |
Niklas Eriksson, Magnus Westerlund, Carl-Johan Rosenbröijer, Hellevi Aittoniemi, Ted Mellin, Krista Fransman |
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2013 |