Table of Contents

Access Control for Smart Manufacturing Systems

​​Björn Leander, Aida Čaušević, Hans Hansson, and Tomas Lindström

18th IEEE International Conference on Factory Communication Systems

Publication

 

Adaptive Distributed Beacon Congestion Control with Machine Learning in VANETs

Mahboubeh Mohammadi, Ali Balador, Zaloa Fernández, Iñaki Val

2021 17th International Conference on Mobility, Sensing and Networking (MSN)

Publication

 

A Cost-Aware Resource Management Technique for Cloud and Edge Environment

Hamide Ebrahimiyan, Ali Balador, Tina Samizadeh Nikoui

2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)

Publication

 

A First Step Towards Holistic Trustworthy Platoons

​​Ali Shoker, Peter Moertl, Ramiro Robles

IEEE 7th World Forum on Internet of Things: Workshop on Wireless Intelligent Secure Trustable Things

Publication

 

A Model-Driven Methodology for Automotive Cybersecurity Test Case Generation

Stefan Marksteiner, Peter Priller

2021 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)

Publication

 

A Modular Multi-interface Gateway for Heterogeneous IoT Networking

Emanuele Pagliari, Luca Davoli, Antonio Cilfone, Gianluigi Ferrari

3rd International Symposium on Advanced Electrical and Communication Technologies (ISAECT 2020)

Publication

 

A Multi-Ray Analysis of LOS V2V Links for Multiple Antennas with Ground Reflection

Amir Hossein Farzamiyan, Miguel Gutiérrez Gaitán, Ramiro Robles

112th AEIT International Annual Conference

Publication

 

A Questionnaire Study on the Use of Access Control in Industrial Systems

Björn Leander, Aida Causevic, Hans Hansson, Thomas Lindström

ETFA 2021 : 26th IEEE International Conference on Emerging Technologies and Factory Automation

Publication

 

A Review of Confidentiality Threats Against Embedded Neural Network Models

Raphaël Joud, Pierre-Alain Moellic, Rémi Bernhard, Jean-Baptiste Rigaud

IEEE 7th World Forum on Internet of Things: Workshop on Wireless Intelligent Secure Trustable Things

Publication

 

A Sink-oriented Routing Protocol for Blue Light Link-based Mesh Network

Luca Davoli, Massimo Moreni, Gianluigi Ferrari

Wireless Mesh Networks for IoT and Smart Cities: Technologies and Applications

Publication

 

A Space-Time Correlation Model for MRC Receivers in Rayleigh Fading Channels

​Ramiro Samano Robles

MDPI

DOI: 10.3390/technologies8030041

 

A survey on vehicular communication for cooperative truck platooning application

Ali Balador, Alessandro Bazzi, Unai Hernandez-Jayo, Idoiade la Iglesia, Hossein Ahmadvand

Vehicular Communications, Volume 35, June 2022, 100460

Publication

 

AI-Based Driving Data Analysis for Behavior Recognition in Vehicle Cabin

Friedrich Lindow, Christian Kaiser, Alexey Kashevnik, Alexander Stocker

2020 27th Conference of Open Innovations Association (FRUCT)

Publication

 

An embedded device for indoor localization in BLE networks based on a reconfigurable antenna – Abstract of BSc thesis

Przemysław Łaszczuk, Supervisor: Łukasz Kulas

BSc thesis

 

Analysis of the NTRU Post-Quantum Cryptographic Scheme in Constrained IoT Edge Devices

​Jaime Señor, Jorge Portilla and Gabriel Mujica

IEEE Internet of Things Journal

Publication

 

Analysis of V2X Performance and Rollout Status with a Special Focus on Austria

​Andrea Ulbel

Master Thesis

 

An Overview of Laser Injection Against Embedded Neural Network Models

Mathieu Dumont, Pierre-Alain Moellic, Raphael Viera, Jean-Max Dutertre

IEEE 7th World Forum on Internet of Things: Workshop on Wireless Intelligent Secure Trustable Things

Publication

 

Calibration-Free Single-Anchor Indoor Localization Using ESPAR Antenna

​Mateusz Groth, Krzysztof Nyka and Lukasz Kulas

MDPI Sensors

Publication

 

Class-Incremental Continual Learning into the eXtended DER-verse

Matteo Boschini, Lorenzo Bonicelli, Pietro Buzzega, Angelo Porrello and Simone Calderara

IEEE Transaction on Pattern Analysis and Machine Intelligence

Publication

 

Container-Based Load Balancing and Monitoring Approach in Fog Computing System

Tina Samizadeh Nikoui, Amir Masoud Rahmani, Ali Balador and Hooman Tabarsaied

2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)

Publication

 

Completely Automated CNN Architecture Design Based on VGG Blocks for Fingerprinting Localisation

Shreya Sinha, Duc V. Le

2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN)

Publication

 

Consistency-based Self-supervised Learning for Temporal Anomaly Localization

​Aniello Panariello, Angelo Porrello, Simone Calderara and Rita Cucchiara

European Conference on Computer Vision (ECCV 2022)

Publication

 

Cooperative Vehicle Platoon Intra-Communications Over Space-Time Correlated Rice Fading Channels with co-Channel Interference

Ramiro Robles

7th IEEE World Forum on the Internet of Things

Publication

 

Defining Secure Areas for TDOA-Enhanced Non-Ideal Distance Bounding

​​Núria Ballber Torres, Bernhard Etzlinger, Eshagh Dehmollaian and Andreas Springer

International Wireless Communications and Mobile Computing Conference (IWCMC 2022)

Publication

 

Detecting Network Intrusion Using Binarized Neural Networks

​​Vreča, J., Ivanov, I., Papa, G., Biasizzo, A.

IEEE 7th World Forum on Internet of Things

Publication

 

Digital Twin-based Intrusion Detection for Industrial Control Systems

​​Seba Varghese, Alireza Dehlaghi Ghadim, Ali Balador, Zahra Alimadadi, Panagiotis Papadimitratos

The 20th International Conference on Pervasive Computing and Communications (PerCom 2022)

Publication

 

Direction of Arrival Estimation Based on Received Signal Strength Using Two-Row Electronically Steerable Parasitic Ar-ray Radiator Antenna

​​Seba Varghese, Alireza Dehlaghi Ghadim, Ali Balador, Zahra Alimadadi, Panagiotis Papadimitratos

MDPI Sensors Volume 22 Issue 5 

Publication

 

Distracted Driver Monitoring with Smartphones: A Preliminary Literature Review

​​Kaiser, C., Papatheocharous, E., Stocker, A.

29th FRUCT Conference: The 1st International Workshop on the Models and Methods for Driver Monitoring

DOI: 10.23919/FRUCT52173.2021.9435545

 

DL-based Physical Tamper Attack Detection in OFDM Systems with Multiple Receiver antennas: A Performance-Complexity Trade-off

Eshagh Dehmollaian, Bernhard Etzlinger, Núria Ballber Torres, Andreas Springer

MDPI Sensors

Publication

 

Driver Distraction Detection Methods: A Literature Review and Framework

Alexey Kashevnik; Roman Shchedrin; Christian Kaiser; Alexander Stocker

IEEE Access (Volume: 9)

Publication

 

Edge computing for cyber-physical systems: A systematic mapping study emphasizing trustworthiness

José Manuel Gaspar Sánchez, Nils Jörgensen, Martin Törngren, Elena Fersman, Lei Feng, Rafia Inam, Andrii Berezovskyi, Muhammad Rusyadi Ramli, Kaige Tan

ACM Transactions on Cyber-Physical Systems

Publication

 

Efficient Allocation of Harvested Energy at the Edge by Building a Tangible Micro-Grid—The Texas Case

Nikolaos Kouvelas, R. Venkatesha Prasad

IEEE Transactions on Green Communications and Networking (Volume: 5, Issue: 1, March 2021)

DOI: 10.1109/TGCN.2020.3047432

 

Evaluation of Solar-based Energy Harvesting for Indoor IoT Applications

​​Leander B. Hörmann, Thomas Hölzl, Christian Kastl, Peter Priller, Hans-Peter Bernhard, Philipp Peterseil, Andreas Springer

European Test and Telemtry Coference 2022

Evaluating Sequential Reasoning about Hidden Objects in Traffic

​Truls Nyberg, José Manuel Gaspar Sánchez, Christian Pek, Jana Tumova, Martin Törngren

13th ACM/IEEE International Conference on Cyber-Physical Systems

Explaining Transformer-based Image 4 55 6 Captioning Models: An Empirical Analysis

​Marcella Cornia; Lorenzo Baraldi; Rita Cucchiara

AI Communication journal

Feature Encoding with Autoencoder and Differential Evolution for Network Intrusion Detection using Machine Learning

​​​Miguel Leon Ortiz, Tijana Markovic, Sasikumar Punnekkat

SedDef @ GECCO 2022

Finding Critical Scenarios for Automated Driving Systems: A Systematic Literature Review

Xinhai Zhang, Jianbo Tao, Kaige Tan, Martin Törngren, José Manuel Gaspar Sánchez, Muhammad Rusyadi Ramli, Xin Tao, Magnus Gyllenhammar, Franz Wotawa, Naveen Mohan, Mihai Nica, Hermann Felbinger

IEEE Transactions on Software Engineering

Publication

                                                                                                                                                                                                                                                                               

Firmware Updates Over The Air for LoRa using Random Linear Network Coding

​David Zwart

Thesis/Dissertation

                                                                                                                                                                                                                                                                               

Forecasting Air Temperature on Edge Devices with Embedded AI

Gaia Codeluppi, Luca Davoli and Gianluigi Ferrari

MPDI Sensor Vol. 21, no. 12

DOI: 10.3390/s21123973

 

Going to the Edge – Bringing Internet of Things and Artificial Intelligence Together

​Michael Karner, Joachim Hillebrand, Manuela Klocker, Ramiro Sámano-Robles

Euromicro Conference on Digital System Design

Publication

 

Heart Watch: Dynamical Systems Based Real Time Data Driven ECG Synthesis

Ashutosh Simha, Suryansh Sharma, Sujay Narayana, R. Venkatesh Prasad

2021 IEEE 7th World Forum on Internet of Things (WF-IoT)

Publication

 

Hermes – Wind Energy Harvesting Wireless System for Sensing AoA and Wind Speed

Suryansh Sharma, Ashutosh Simha, R. Venkatesha Prasad, Vineet Gokhale, Sujay Narayana

IEEE Robotics and Automation Letters ( Volume: 6, Issue: 4, Oct. 2021)

Publication

 

HistoTrust: Hardware-based Ethereum Attestation of Data History

Dylan Paulin, Christine Hennebert, Thibault Franco-Rondisson, Romain Jayles, Thomas Loubier, Raphaël Collado

5th International Workshop on Cryptocurrencies and Blockchain Technology – CBT 2021

Publication

 

How to facilitate Explainability of AI for Increased User Acceptance: Results of a Study with a COVID-19 Risk Calculator

Benjamin Ewerz, Cyril Marx, Margit Höfler, Peter Moertl

44th International Convention on Information, Communication and Electronic Technology: MIPRO 2021

Publication

 

Industrial IoT Security Concept with ExtendedISO/IEC/IEEE 21450 TEDS

Tobias Mitterer, Leander B. Hörmann, Hans-Peter Bernhard, Peter Priller and Hubert Zangl

46th Annual Conference of the IEEE Industrial Electronics Society (IECON)

Publication

 

In-Tunnel Multi-Ray Analysis for Los V2V Links with Multiple Antennas

Miguel Gutiérrez Gaitán, Ramiro Robles

7th IEEE World Forum on the Internet of Things

Publication

 

Luring of transferable adversarial perturbations in the black-box paradigm

Remi Bernhard, Pierre-Alain Moellic, Jean-Max Dutertre

International Joint Conference on Neural Networks (IJCNN 2021)

Publication

 

MABASR – A Robust Wireless Interface Selection Policy for Heterogeneous Vehicular Networks

Georgi Nikolov, Michael Kuhn, Alan Mcgibney, Bernd-Ludwig Wenning

IEEE Access (Volume 10)

Publication

 

MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?

Matteo Fabbri, Guillem Brasó, Gianluca Maugeri, Orcun Cetintas, Riccardo Gasparini, Aljosa Osep, Simone Calderara, Laura Leal-Taixé, Rita Cucchiara

International conference on Computer Vision ICCV

Publication

 

np-CECADA: Enhancing Ubiquitous Connectivity of LoRa Networks

Nikolaos Kouvelas, R Venkatesha Prasad, Niloofar Yazdani, Daniel E. Lucani

2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS)

Publication

 

On the intra-subject similarity of hand vein patterns in biometric recognition

Rıdvan Salih Kuzu, Emanuele Maiorana, Patrizio Campisi

Expert Systems with Applications, Volume 192

Publication

 

On the Optimum Number of Antennas for V2V LOS Links with Ground Reflection

Miguel Gutiérrez Gaitán, Ramiro Robles, Amir Hossein Farzamiyan

IEEE MTT-S Latin America Microwave Converence (LAMC 2021)

Publication

 

Quality of Service Based Minimal Latency Routing for Wireless Networks

​​Fjolla Ademaj,Hans-Peter Bernhard

IEEE Transactions on Industrial Informatics

DOI: 10.1109/TII.2021.3071596

 

Random Forest based on Federated Learning for Intrusion Detection

Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat

IFIP International Conference on Artificial Intelligence Applications & Innovations

Publication

 

Relay-aided Wireless Sensor Network Discovery Algorithm for Dense Industrial IoT utilizing ESPAR Antennas

​Fjolla Ademaj, Mateusz Rzymowski, Hans-Peter Bernhard, Krzysztof Nyka, Lukasz Kulas

IEEE Internet of Things Journal

DOI: 10.1109/JIOT.2021.3075346

 

ReNEW: A Practical Module for Reliable Routing in Networks of Energy-Harvesting Wireless Sensors

Rao, R. V. Prasad, C. Sarkar, I. Niemegeers

2019 IEEE Global Communications Conference (GLOBECOM)

Publication

 

Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis

​Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CVPR 2021 Workshop on Responsible Computer Vision

Publication

 

RF Information Harvesting for Medium Access in Event-driven Batteryless Sensing

N. H. Hokke, S. Sharma, R.V. Prasad, L. Mottola, S. Narayana, V. Rao, N. Kouvelas

Welcome to IPSN 2022 – ACM

Publication

 

RSSI-Based Location Classification Using a Particle Filter to Fuse Sensor Estimates

​Thomas Blazek, Julian Karoliny, Fjolla Ademaj, Hans-Peter Bernhard

17th IEEE International Conference on Factory Communication Systems (WFCS 2021)

Publication

 

RSSI-Based Machine Learning with Pre- and Post-Processing for Cell-Localization in IWSNs

​Julian Karoliny, Thomas Blazek, Fjolla Ademaj, Hans-Peter Bernhard, Andreas Springer

IEEE 7th World Forum on Internet of Things (WF-IoT) 

Publication

 

Safe and secure platooning of Automated Guided Vehicles in Industry 4.0

Muhammad Atif Javeda, Faiz Ul Muram, Sasikumar Punnekkat, Hans Hansson

Journal of Systems Architecture Volume 121

Publication

 

Seamless IoT Mobile Sensing through Wi-Fi Mesh Networking

​Antonio Cilfone, Luca Davoli, Laura Belli, Gianluigi Ferrari

Wireless Mesh Networks for IoT and Smart Cities: Technologies and Applications

Publication

 

Simulation Environment for Modular Automation Systems

​Björn Leander, Tijana Markovic, Aida Causevic, Tomas Lindström, Hans Hansson, Sasikumar Punnekkat

48th Annual Conference of the Industrial Electronics Society IECON 2022 Conference

Publication

 

Smartphone Movement Detection based on IMU Data as Basis for Driver Distraction Detection

​Maurer Matthias, Kaiser Christian

29th FRUCT Conference: The 1st International Workshop on the Models and Methods for Driver Monitoring

Publication

 

Sound Event Detection for Human Safety and Security in Noisy Environments

​Neri Michael, Battisti Federica, Neri Alessandro, Carli Marco

IEEE Transactions on Audio, Speech and Language Processing

Publication

 

Stateless Reinforcement Learning for Multi-Agent Systems: the Case of Spectrum Allocation in Dynamic Channel Bonding WLANs

​Sergio Barrachina-Munoz, Alessandro Chiumento, Borsi Bellalta

12th Wireless Days Conference (WD 2021)

Publication

 

Survey on decentralized congestion control methods for vehicular communication

Ali Balador, Elena Cinque, Marco Pratesi, Francesco Valentini, Chumeng Baid, Arrate Alonso Gómez, Mahboubeh Mohammadi

Vehicular Communications Volume 33

Publication

 

Switched Control Strategy for Robust Formation Flight with HIL and In-Flight Validation

​Ashutosh Simha,Leszek Ambroziak,Cezary Kownacki

IEEE International Conference on Communications

Publication

                                                                                                                                                                                                                                                                          

The Components of Cooperative Perception – a Proposal for Future Works

Christoph Pilz, Andrea Ulbel, Gerald Steinbauer-Wagner

2021 IEEE International Intelligent Transportation Systems Conference (ITSC)

Publication

The Development of Ethical and Trustworthy AI Systems Requires Appropriate Human-Systems Integration: A White Paper

Peter Mörtl, Nikolai Ebinger

Whitepaper

 

The DEWI High-Level Architecture: Wireless Sensor Networks in Industrial Applications

Ramiro Sámano-Robles, Tomas Nordström, Kristina Kunert, Salvador Santonja-Climen, Mikko Himanka, Markus Liuska, Michael Karner  and Eduardo Tovar

Technologie  MDPI

Publication

 

Towards an Architectural Framework and Method for Realizing Trustworthy Complex Cyber Physical Systems

Muhammad Rusyadi Ramli and Martin Törngren

1st international workshop on cyber-physical social systems for sustainability: Challenges and Opportunities21 IEEE International Intelligent Transportation Systems Conference (ITSC)

Publication

 

Towards a Distributed Testbed for Wireless Embedded Devices for Industrial Applications

​Leander B. Hörmann, Albert Pötsch, Christian Kastl, Peter Priller and Andreas Springer

17th IEEE International Conference on Factory Communication Systems (WFCS 2021)

Publication

 

Toward an Ideal Access Control Strategy for Industry 4.0 Manufacturing Systems

​Björn Leander, Aida Casuevic, Hans Hansson, Tomas Lindström

IEEE Transactions on Industrial Informatics

Publication

 

Towards Reference Architectures for Trustworthy Collaborative Cyber-Physical Systems: Reference Architectures as Boundary Objects

Muhammad Rusyadi Ramli, Fredrik Asplund, and Martin Törngren

18th European Dependable Computing Conference

Publication

 

Two-Row ESPAR Antenna With Simple Elevation and Azimuth Beam Switching

Mateusz Rzymowski, Lukasz Kulas

IEEE Antennas and Wireless Propagation Letters ( Volume: 20, Issue: 9, Sept. 2021)

Publication

 

Using Channel State Information for Physical Tamper Attack Detection in OFDM Systems: A Deep Learning Approach

​​Eshagh Dehmollaian, Bernhard Etzlinger, Núria Ballber Torres, Andreas Springer

IEEE Wireless Communication Letters

Publication

 

Using Using Cyber Digital Twins for Automated Automotive Cybersecurity Testing

​​Stefan Marksteiner, Slava Bronfman, Markus Wolf and Eddie Lazebnik

SRCNAS/STRIVE @ IEEE Euro S&P

Publication

 –

Towards better understanding the impact of spatial frequency characteristics on adversarial robustness

Rémi BERNHARD, Pierre-Alain MOELLIC, Martial MERMILLOD, Yannick BOURRIER, Marina REYBOZ, Miguel Angel SOLINAS and Romain COHENDET

Publication

Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection and Attack Classification 

Miguel Leon, Tijana Markovic and Sasikumar Punnekkat

Publication

 –

A Closer Look at Evaluating the Bit-Flip Attack Against Deep Neural Networks

​Kevin HECTOR, Pierre-Alain MOELLIC, Mathieu DUMONT and Jean-Max DUTERTRE

Publication

 –

A Machine Learning-based Approach for Audio Signals Classification using Chebychev Moments and Mel-Coefficients

L. Pallotta, M. Neri, M. Buongiorno, A. Neri, and G. Giunta

Publication

 –

Biometric Recognition using Microwave Reflection Spectroscopy

Emanuele Maiorana, Davide Ramaccia, Luca Stefanini, Alessandro Toscano, Filiberto Bilotti and Patrizio Campisi

Publication

 –

Cellular Interface Selection in Multi-Homed Vehicular Onboard Gateways

Bernd-Ludwig Wenning

Publication

 –

Developing and Evaluating MQTT Connectivity for an Industrial Controller

Selma Opacin, Lejla Rizvanovic, Björn Leander, Aida Causevic and Saad Mubeen

Publication

 –

Anomaly Attack Detection in Wireless Networks Using DCNN

Van-Lan Dao and Björn Leander

Publication

 –

Orthogonal Space-Time Block Coding for V2V LOS Links with Ground Reflections

​Miguel Gutierrez Gaitan and Ramiro Robles

Publication

 –

Wireless Channel Prediction Using Artificial Intelligence with Constrained Data Sets

Gowhar Javanmardi and Ramiro Robles

Publication

 –

A Practical Study on Optimization of Big Data Streaming and Data Analytics Infrastructure for Efficient AI Based Processing

Mujdat Soyturk and Onur Izmitlioglu

Publication

 –

Implementation of High Performance Multi-Agent Position Feeding Framework

Mujdat Soyturk, Burak Senkus, Berkay Yaman and Huseyin Aydın

Publication

 –

A  Practical Introduction to Side-Channel Extraction of Deep Neural Network Parameters

Raphael JOUD, Pierre-Alain MOELLIC, Simon PONTIE and Jean-Baptiste RIGAUD

Publication

 –

ParalMGC: Multiple Audio Representations for Synthetic Human Speech Attribution

Michael Neri, Anna Ferrarotti, Luca De Luisa, Andrea Salimbeni, and Marco Carli

Publication

 –

Multi Hypothesis Interference Tracking in Wireless Networks

Karoliny Julian, Blazek Thomas, Ademaj Fjolla, Bernhard Hans-Peter and Springer Andreas

Publication

 –

Self-Attention Generative Distribution Adversarial Network for Few- and Zero-Shot Face Anti-Spoofing

Son M. Nguyen, Linh D. Tran, Arai Masayuki and Duc V. Le 

Publication

Control Predictivo por Modelo Robusto y Descentralizado para Acoplamiento Virtual de Trenes

Vaquero-Serrano Miguel and A.Felez Jesus

Publication

 –

A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems

​Tijana Markovic, Miguel Leon, Bjorn Leander and Sasikumar Punnekkat

Publication

Divide and Code: Efficient and Real-time Data Recovery from Corrupted LoRa Frames

​Niloofar Yazdani, Nikolaos Kouvelas, R Venkatesha Prasad and Daniel E. Lucani

Publication

Collective Perception: a Delay Evaluation With a Short Discussion on Channel Load

Christoph Pilz, Peter Sammer, Gerald Steinbauer-Wagner, Udo Grossschedl, Esa Piri, Lukas Kuschnig,
and Alina Steinbauer

Publication

Anchor-agnostic Transformer: End-to-End Fingerprint-based Indoor Localization with Transformers

Son M. Nguyen, Duc V. Le, Nhan D. T. Nguyen and Paul J. M. Havinga

Publication

 

A Decentralized Model Predictive Control for Virtual Coupling in Train Sets

Jesus Felez, Miguel A. Vaquero-Serrano and Juan de Dios Sanz

Publication

Air Quality Estimation with Embedded AI-based Prediction Algorithms

Armin Mazinani, Luca Davoli, Danilo Pietro Pau and Gianluigi Ferrari

Publication

Harnessing Communication Heterogeneity: Architectural Design, Analytical Modeling, and Performance Evaluation of an IoT Multi-Interface Gateway

Emanuele Pagliari, Luca Davoli and Gianluigi Ferrari

Publication

Edge-enabled Adaptive Shape Estimation of 3D Printed Soft Actuators with Gaussian Processes and Unscented Kalman Filters

Kaige Tan, Qinglei Ji, Lei Feng and Martin Törngren

Publication

Performance Evaluation of Object Detection Models for Traffic Safety Applications on Edge

Anilcan Bulut, Fatmanur Ozdemir, Mujdat Soyturk and Yavuz Selim Bostanci

Publication

A Decentralized Robust Control Approach for Virtually Coupled Train Sets

Miguel A. Vaquero-Serrano and Jesus Felez

Publication

Gender-Specific Characteristics for Hand-Vein Biometric Recognition: Analysis and Exploitation

​RIDVAN SALIH KUZU, EMANUELE MAIORANA, and PATRIZIO CAMPISI

Publication

HistoTrust: tracing AI behavior with secure hardware and blockchain technology

Dylan Paulin, Raphaël Joud, Christine Hennebert, Pierre-Alain Moëllic, Thibault Franco-Rondisson and Romain Jayles

Publication

Real-Time Jamming Detection in Wireless IoT Networks

​Fatima tu Zahra, Yavuz Selim Bostanci and Mujdat Soyturk

Publication

Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data

Miguel Leon; Tijana Markovic and Sasikumar Punnekkat

Publication

A Systematic Approach to Automotive Security

Masoud Ebrahimi, Stefan Marksteiner, Dejan Nickovic, Roderick Bloem, David Schögler, Philipp Eisner, Samuel Sprung, Thomas Schober, Sebastian Chlup, Christoph Schmittner, and Sandra König

Publication

Internet of Things Technology for Train Positioning and Integrity in the Railway Industry Domain

​Rogelio Hernandez Lorite, Gabriel Mujica, Jorge Portilla and Francisco Parrilla

Publication

An Empirical Evaluation of Enhanced Performance Softmax Function in Deep Learning

Sumiran Mehra, Gopal Raut, Ribhu Das, Santosh Kumar Vishvakarma and Anton Biasizzo

Publication

The Westermo network traffic data set

​Per Erik Strandberg, David Söderman, Alireza Dehlaghi-Ghadim, Miguel Leon Ortiz, Tijana Markovic, Sasikumar Punnekkat, Mahshid Helali Moghadam and David Buffoni

Publication

ICSSIM — A framework for building industrial control systems security testbeds

Alireza Dehlaghi-Ghadim, Ali Balador, Mahshid Helali Moghadam, Hans Hansson and Mauro Conti

Publication

Anomaly Detection Dataset for Industrial Control Systems

Alireza Dehlaghi-Ghadim, Mahshid Helali Moghadam, Ali Balador and Hans Hansson

Publication

Time-multiplexed AoA Estimation and Ranging

David Märzinger, Bernhard Etzlinger, Philipp Peterseil and Andreas Springer

Publication

Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing

​M. H. Moghadam, M. Borg, M. Saadatmand, S.J. Mousavirad, M. Bohlin and B. Lisper

Publication

Distracted Driving Behaviour Monitoring with Smartphones: An Extended Systematic Literature Review

​Efi Papatheocharous, Christian Kaiser, Johanna Moser and Alexander Stocker

Publication

Biometric Recognition Based on Hand Electromagnetic Scattering at Microwaves

Maiorana Emanuele, Ramaccia Davide, Stefanini Luca, Toscano Alessandro, Bilotti Filiberto and Campisi Patrizio

Publication

A Distributed Testbed for Wireless Embedded Devices

L. B. Hörmann, A. Pötsch, C. Kastl, P. Priller and A. Springer

Publication

The Consequences of Jamming Attacks on IoT Networks: Evaluating the Performance Metrics in Noiseless and Noisy Environment

Fatima tu Zahra, Yavuz S. Bostanci, and Mujdat Soyturk

Publication

Evaluation of Parameter-based Attacks against Embedded Neural Networks with Laser Injection

Mathieu Dumont, Kevin Hector, Pierre-Alain Moellic, Jean-Max Dutertre and Simon Pontié

Publication

Fault Injection and Safe-Error Attack for Extraction of Embedded Neural Network Models

Kevin Hector, Pierre-Alain Moellic, Jean-Max Dutertre and Mathieu Dumont

Publication

Fault Injection on Embedded Neural Networks: Impact of a Single Instruction Skip

Clément Gaine, Pierre-Alain Moellic, Olivier Potin and Jean-Max Dutertre

Publication

Foresee the Unseen: Sequential Reasoning about Hidden Obstacles for Safe Driving

José Manuel Gaspar Sánchez, Truls Nyberg, Christian Pek, Jana Tumova and Martin Torngren

Publication

Decentralized Convex Optimization for Joint Task Offloading and Resource Allocation of Vehicular Edge Computing Systems

Kaige Tan; Lei Feng; György Dán and Martin Törngren

Publication

Towards 5G-Aware Robot Planning for Industrial Applications

Nils Jörgensen, Ajay Kattepur, Swarup Mohalik, Aneta Vulgarakis, and Elena Fersman

Publication

Dynamic Autoencoders Against Adversarial Attacks

Hervé Chabanne, Vincent Despiegel, Stéphane Gentric and Linda Guiga

Publication

Predicting the Channel Access of Bluetooth Low Energy

J. Karoliny, T. Blazek, A. Springer and H. -P. Bernhard

Publication

Measurement based Tapped Delay Line Model for Train-to-Train Communications

Erislandy Mozo, Paul Unterhuber, Arrate Alonso Gómez, Stephan Sand, and Mikel Mendicute

Publication

Domain generalization on constrained platforms: on the compatibility of pruning techniques.

Baptiste Nguyen; Pierre-Alain Moellic; Sylvain Blayac

Publication

Trade-off Analysis of Pruning Methods for Compact Neural Networks on Embedded Devices

Sebastiaan Hofstee and Duc V. Le

Publication

Data Trustworthiness for UWB Ranging in IoT

Philipp Peterseil, Bernhard Etzlinger, David Märzinger, Roya Khanzadeh, Andreas Springer

Publication

Evaluating challenges, benefits, and dependability of virtual and physical testing of embedded systems software

W. Alhasan

Publication

Reservoir Computing Approach for Network Intrusion Detection

C. Andersson

Publication

Anomaly Detection in Networks Using Autoencoder and Unsupervised Learning Methods

S. A. Fard

Publication

Intrusion Detection Using Machine Learning for Industrial Control Systems

​R. Plaka

Publication

Using Supervised Learning and Data Fusion to Detect Network Attacks

​J. Hautsalo

Publication

Anomaly detection in Network data with unsupervised learning methods

G. Sarossy

Publication

Intrusion Detection and Attack Classification with Feature Selection: A Comparison of Unsupervised Machine Learning Algorithms

D. Nilsson

Publication

LoRa meets IP: a Container-based Architecture to Virtualize LoRaWAN End Nodes

Antonio Cilfone, Luca Davoli, Gianluigi Ferrari

Publication

Combating air pollution through intelligent IoT systems

​Luca Davoli, Laura Belli, Elisa Londero, Paolo Azzoni, Gianluigi Ferrari

Publication

A Decentralized Robust Control Approach for Virtually Coupled Train Sets

Miguel A. Vaquero-Serrano and Jesus Felez

Publication

Anomaly Detection for Network Traffic in a Resource Constrained Environment

Pontus Lidholm, Gaia Ingletto

Publication

Identification of Cyberattacks in Industrial Control Systems

Alireza Dehlaghi-Ghadim 

Publication

Differentially Private Random Forests for Network Intrusion Detection in a Federated Learning Setting

Alexander Frid

Publication

Comparative Analysis of Software Solutions for Network Attacks Simulation

Davor Cirkinagic and Nemanja Pejovic

Publication

Time-series Anomaly Detection and Classification with Long Short-Term Memory Network on Industrial Manufacturing Systems

Tijana Markovic; Alireza Dehlaghi-Ghadim; Miguel Leon; Ali Balador; Sasikumar Punnekkat

Publication

Dependability and Security aspects of Network-Centric Control

​Björn Leander, Bjarne Johansson and Tomas Lindström

Publication

An Authorization Service supporting Dynamic Access Control in Manufacturing Systems

​Ivan Radonjic, Enna Basic, Björn Leander, Tijana Markovic

Publication

Performance Evaluation of YOLOv5 in Adverse Weather Conditions

Fatmanur ​Ozdemir, Yavuz Selim Bostanci, & Mujdat Soyturk

Publication

Evaluation of an OPC UA-based Access Control Enforcement Architecture

Björn Leander, Aida Causevic, Hans Hansson, Tomas Lindström

Publication

Enhanced Simulation Environment to Support Research in Modular Manufacturing Systems

​Björn Leander, Tijana Markovic, Miguel Leon

Publication

Trustworthiness Score for UWB Indoor Localization

Philipp Peterseil, Bernhard Etzlinger,  Roya Khanzadeh, Andreas Springer

Publication

Using Automata Learning for Compliance Evaluation of Communication Protocols on an NFC Handshake Example

Stefan Marksteiner, Marjan Sirjani, Mikael Sjödin

Publication

Service-Oriented Device Point-of-care Interoperability (SDPi) Technical Framework

Erik Moll et.al.

Publication

White Paper on Datasets

Per Strandberg

Publication

Collision Mitigation in the Presence of Uncertainty

Masoumeh Parseh and Fredrik Asplund

Publication

New needs to consider during accident analysis: Implications of autonomous vehicles with collision reconfiguration systems

Masoumeh Parseh and Fredrik Asplund

Publication

Motion planning for autonomous vehicles with the inclusion of post-impact motions for minimising collision risk

Masoumeh Parseh, Mikael Nybacka and Fredrik Asplund

Publication