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
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)
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)
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
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)
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)
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
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
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
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
A Space-Time Correlation Model for MRC Receivers in Rayleigh Fading Channels
Ramiro Samano Robles
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
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)
An embedded device for indoor localization in BLE networks based on a reconfigurable antenna – Abstract of BSc thesis
Przemysław Łaszczuk, Supervisor: Łukasz Kulas
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
Analysis of V2X Performance and Rollout Status with a Special Focus on Austria
Andrea Ulbel
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
Calibration-Free Single-Anchor Indoor Localization Using ESPAR Antenna
Mateusz Groth, Krzysztof Nyka and Lukasz Kulas
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
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)
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)
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)
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
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)
Detecting Network Intrusion Using Binarized Neural Networks
Vreča, J., Ivanov, I., Papa, G., Biasizzo, A.
IEEE 7th World Forum on Internet of Things
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)
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
Distracted Driver Monitoring with Smartphones: A Preliminary Literature Review
Kaiser, C., Papatheocharous, E., Stocker, A.
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
Driver Distraction Detection Methods: A Literature Review and Framework
Alexey Kashevnik; Roman Shchedrin; Christian Kaiser; Alexander Stocker
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
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
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
Firmware Updates Over The Air for LoRa using Random Linear Network Coding
David Zwart
Forecasting Air Temperature on Edge Devices with Embedded AI
Gaia Codeluppi, Luca Davoli and Gianluigi Ferrari
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
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)
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)
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
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
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)
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
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)
MABASR – A Robust Wireless Interface Selection Policy for Heterogeneous Vehicular Networks
Georgi Nikolov, Michael Kuhn, Alan Mcgibney, Bernd-Ludwig Wenning
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
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)
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
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)
Quality of Service Based Minimal Latency Routing for Wireless Networks
Fjolla Ademaj,Hans-Peter Bernhard
IEEE Transactions on Industrial Informatics
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
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)
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
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
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)
Julian Karoliny, Thomas Blazek, Fjolla Ademaj, Hans-Peter Bernhard, Andreas Springer
IEEE 7th World Forum on Internet of Things (WF-IoT)
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
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
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
Smartphone Movement Detection based on IMU Data as Basis for Driver Distraction Detection
Maurer Matthias, Kaiser Christian
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
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)
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
Switched Control Strategy for Robust Formation Flight with HIL and In-Flight Validation
Ashutosh Simha,Leszek Ambroziak,Cezary Kownacki
IEEE International Conference on Communications
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)
The Development of Ethical and Trustworthy AI Systems Requires Appropriate Human-Systems Integration: A White Paper
Peter Mörtl, Nikolai Ebinger
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
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)
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)
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
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
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)
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
Using Using Cyber Digital Twins for Automated Automotive Cybersecurity Testing
Stefan Marksteiner, Slava Bronfman, Markus Wolf and Eddie Lazebnik
–
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
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Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection and Attack Classification
Miguel Leon, Tijana Markovic and Sasikumar Punnekkat
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A Closer Look at Evaluating the Bit-Flip Attack Against Deep Neural Networks
Kevin HECTOR, Pierre-Alain MOELLIC, Mathieu DUMONT and Jean-Max DUTERTRE
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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
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Biometric Recognition using Microwave Reflection Spectroscopy
Emanuele Maiorana, Davide Ramaccia, Luca Stefanini, Alessandro Toscano, Filiberto Bilotti and Patrizio Campisi
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Cellular Interface Selection in Multi-Homed Vehicular Onboard Gateways
Bernd-Ludwig Wenning
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Developing and Evaluating MQTT Connectivity for an Industrial Controller
Selma Opacin, Lejla Rizvanovic, Björn Leander, Aida Causevic and Saad Mubeen
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Anomaly Attack Detection in Wireless Networks Using DCNN
Van-Lan Dao and Björn Leander
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Orthogonal Space-Time Block Coding for V2V LOS Links with Ground Reflections
Miguel Gutierrez Gaitan and Ramiro Robles
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Wireless Channel Prediction Using Artificial Intelligence with Constrained Data Sets
Gowhar Javanmardi and Ramiro Robles
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A Practical Study on Optimization of Big Data Streaming and Data Analytics Infrastructure for Efficient AI Based Processing
Mujdat Soyturk and Onur Izmitlioglu
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Implementation of High Performance Multi-Agent Position Feeding Framework
Mujdat Soyturk, Burak Senkus, Berkay Yaman and Huseyin Aydın
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A Practical Introduction to Side-Channel Extraction of Deep Neural Network Parameters
Raphael JOUD, Pierre-Alain MOELLIC, Simon PONTIE and Jean-Baptiste RIGAUD
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ParalMGC: Multiple Audio Representations for Synthetic Human Speech Attribution
Michael Neri, Anna Ferrarotti, Luca De Luisa, Andrea Salimbeni, and Marco Carli
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Multi Hypothesis Interference Tracking in Wireless Networks
Karoliny Julian, Blazek Thomas, Ademaj Fjolla, Bernhard Hans-Peter and Springer Andreas
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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
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Control Predictivo por Modelo Robusto y Descentralizado para Acoplamiento Virtual de Trenes
Vaquero-Serrano Miguel and A.Felez Jesus
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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
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Divide and Code: Efficient and Real-time Data Recovery from Corrupted LoRa Frames
Niloofar Yazdani, Nikolaos Kouvelas, R Venkatesha Prasad and Daniel E. Lucani
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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
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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
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A Decentralized Model Predictive Control for Virtual Coupling in Train Sets
Jesus Felez, Miguel A. Vaquero-Serrano and Juan de Dios Sanz
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Air Quality Estimation with Embedded AI-based Prediction Algorithms
Armin Mazinani, Luca Davoli, Danilo Pietro Pau and Gianluigi Ferrari
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Harnessing Communication Heterogeneity: Architectural Design, Analytical Modeling, and Performance Evaluation of an IoT Multi-Interface Gateway
Emanuele Pagliari, Luca Davoli and Gianluigi Ferrari
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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
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Performance Evaluation of Object Detection Models for Traffic Safety Applications on Edge
Anilcan Bulut, Fatmanur Ozdemir, Mujdat Soyturk and Yavuz Selim Bostanci
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A Decentralized Robust Control Approach for Virtually Coupled Train Sets
Miguel A. Vaquero-Serrano and Jesus Felez
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Gender-Specific Characteristics for Hand-Vein Biometric Recognition: Analysis and Exploitation
RIDVAN SALIH KUZU, EMANUELE MAIORANA, and PATRIZIO CAMPISI
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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
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Real-Time Jamming Detection in Wireless IoT Networks
Fatima tu Zahra, Yavuz Selim Bostanci and Mujdat Soyturk
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Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data
Miguel Leon; Tijana Markovic and Sasikumar Punnekkat
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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
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Internet of Things Technology for Train Positioning and Integrity in the Railway Industry Domain
Rogelio Hernandez Lorite, Gabriel Mujica, Jorge Portilla and Francisco Parrilla
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An Empirical Evaluation of Enhanced Performance Softmax Function in Deep Learning
Sumiran Mehra, Gopal Raut, Ribhu Das, Santosh Kumar Vishvakarma and Anton Biasizzo
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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
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ICSSIM — A framework for building industrial control systems security testbeds
Alireza Dehlaghi-Ghadim, Ali Balador, Mahshid Helali Moghadam, Hans Hansson and Mauro Conti
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Anomaly Detection Dataset for Industrial Control Systems
Alireza Dehlaghi-Ghadim, Mahshid Helali Moghadam, Ali Balador and Hans Hansson
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Time-multiplexed AoA Estimation and Ranging
David Märzinger, Bernhard Etzlinger, Philipp Peterseil and Andreas Springer
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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
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Distracted Driving Behaviour Monitoring with Smartphones: An Extended Systematic Literature Review
Efi Papatheocharous, Christian Kaiser, Johanna Moser and Alexander Stocker
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Biometric Recognition Based on Hand Electromagnetic Scattering at Microwaves
Maiorana Emanuele, Ramaccia Davide, Stefanini Luca, Toscano Alessandro, Bilotti Filiberto and Campisi Patrizio
A Distributed Testbed for Wireless Embedded Devices
L. B. Hörmann, A. Pötsch, C. Kastl, P. Priller and A. Springer
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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
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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
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Fault Injection and Safe-Error Attack for Extraction of Embedded Neural Network Models
Kevin Hector, Pierre-Alain Moellic, Jean-Max Dutertre and Mathieu Dumont
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Fault Injection on Embedded Neural Networks: Impact of a Single Instruction Skip
Clément Gaine, Pierre-Alain Moellic, Olivier Potin and Jean-Max Dutertre
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Foresee the Unseen: Sequential Reasoning about Hidden Obstacles for Safe Driving
José Manuel Gaspar Sánchez, Truls Nyberg, Christian Pek, Jana Tumova and Martin Torngren
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Decentralized Convex Optimization for Joint Task Offloading and Resource Allocation of Vehicular Edge Computing Systems
Kaige Tan; Lei Feng; György Dán and Martin Törngren
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Towards 5G-Aware Robot Planning for Industrial Applications
Nils Jörgensen, Ajay Kattepur, Swarup Mohalik, Aneta Vulgarakis, and Elena Fersman
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Dynamic Autoencoders Against Adversarial Attacks
Hervé Chabanne, Vincent Despiegel, Stéphane Gentric and Linda Guiga
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Predicting the Channel Access of Bluetooth Low Energy
J. Karoliny, T. Blazek, A. Springer and H. -P. Bernhard
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Measurement based Tapped Delay Line Model for Train-to-Train Communications
Erislandy Mozo, Paul Unterhuber, Arrate Alonso Gómez, Stephan Sand, and Mikel Mendicute
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Domain generalization on constrained platforms: on the compatibility of pruning techniques.
Baptiste Nguyen; Pierre-Alain Moellic; Sylvain Blayac
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Trade-off Analysis of Pruning Methods for Compact Neural Networks on Embedded Devices
Sebastiaan Hofstee and Duc V. Le
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Data Trustworthiness for UWB Ranging in IoT
Philipp Peterseil, Bernhard Etzlinger, David Märzinger, Roya Khanzadeh, Andreas Springer
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Evaluating challenges, benefits, and dependability of virtual and physical testing of embedded systems software
W. Alhasan
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Reservoir Computing Approach for Network Intrusion Detection
C. Andersson
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Anomaly Detection in Networks Using Autoencoder and Unsupervised Learning Methods
S. A. Fard
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Intrusion Detection Using Machine Learning for Industrial Control Systems
R. Plaka
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Using Supervised Learning and Data Fusion to Detect Network Attacks
J. Hautsalo
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Anomaly detection in Network data with unsupervised learning methods
G. Sarossy
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Intrusion Detection and Attack Classification with Feature Selection: A Comparison of Unsupervised Machine Learning Algorithms
D. Nilsson
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LoRa meets IP: a Container-based Architecture to Virtualize LoRaWAN End Nodes
Antonio Cilfone, Luca Davoli, Gianluigi Ferrari
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Combating air pollution through intelligent IoT systems
Luca Davoli, Laura Belli, Elisa Londero, Paolo Azzoni, Gianluigi Ferrari
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A Decentralized Robust Control Approach for Virtually Coupled Train Sets
Miguel A. Vaquero-Serrano and Jesus Felez
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Anomaly Detection for Network Traffic in a Resource Constrained Environment
Pontus Lidholm, Gaia Ingletto
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Identification of Cyberattacks in Industrial Control Systems
Alireza Dehlaghi-Ghadim
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Differentially Private Random Forests for Network Intrusion Detection in a Federated Learning Setting
Alexander Frid
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Comparative Analysis of Software Solutions for Network Attacks Simulation
Davor Cirkinagic and Nemanja Pejovic
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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
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Dependability and Security aspects of Network-Centric Control
Björn Leander, Bjarne Johansson and Tomas Lindström
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An Authorization Service supporting Dynamic Access Control in Manufacturing Systems
Ivan Radonjic, Enna Basic, Björn Leander, Tijana Markovic
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Performance Evaluation of YOLOv5 in Adverse Weather Conditions
Fatmanur Ozdemir, Yavuz Selim Bostanci, & Mujdat Soyturk
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Evaluation of an OPC UA-based Access Control Enforcement Architecture
Björn Leander, Aida Causevic, Hans Hansson, Tomas Lindström
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Enhanced Simulation Environment to Support Research in Modular Manufacturing Systems
Björn Leander, Tijana Markovic, Miguel Leon
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Trustworthiness Score for UWB Indoor Localization
Philipp Peterseil, Bernhard Etzlinger, Roya Khanzadeh, Andreas Springer
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Using Automata Learning for Compliance Evaluation of Communication Protocols on an NFC Handshake Example
Stefan Marksteiner, Marjan Sirjani, Mikael Sjödin
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Service-Oriented Device Point-of-care Interoperability (SDPi) Technical Framework
Erik Moll et.al.
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White Paper on Datasets
Per Strandberg
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Collision Mitigation in the Presence of Uncertainty
Masoumeh Parseh and Fredrik Asplund
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New needs to consider during accident analysis: Implications of autonomous vehicles with collision reconfiguration systems
Masoumeh Parseh and Fredrik Asplund
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Motion planning for autonomous vehicles with the inclusion of post-impact motions for minimising collision risk
Masoumeh Parseh, Mikael Nybacka and Fredrik Asplund