Intelligent Secure Trustable Things

Deliverables

D1.1 Requirement Management Guidelines: This is a public report, which will be made available very early in the project (M2) to ensure an efficient and harmonized requirements management process in InSecTT, enabling optional iterations, cross use-case/domain synergies and efficient progress tracking. [Month 2, Task 1.1]

InSecTT industrial Use Case booklet

D4.4 InSecTT industrial Use Cases booklet: The document provides overview of InSecTT industrial Use Cases. The main objective of this deliverable is to spread the idea of InSecTT and scope of Use Cases among general public. The document includes technical assumptions of the Use Cases, functional scope, information about engaged entities etc. The document will be available in both digital and printable version. [Month 12, Task 4.2]

Publishable summary of WP3 results

D3.4 Publishable summary of WP3 results: The main objective of this deliverable to provide a public summary of the most relevant project achievements related to Building Blocks addressed in WP3, to support dissemination and exploitation of results beyond the consortium. This is especially vital, as the other reports (for most effective project internal cooperation) obviously have to be confidential. [Month 37, Task 3.1-3.5]

Final Report on standardization, education, training, and stakeholder engagement

D6.8 Final Report on standardization, education, training, and stakeholder engagement: This deliverable summarized the results of the InSecTT project related to standardization, education, training and stakeholder engagement (what could be achieved, impact created etc.). [Month 39, Task 6.2]

Final Report on Communication, Exploitation

D6.7 Final Report on Communication, Exploitation: Final report on the activities in communication, dissemination and exploitation from the InSecTT project, with special focus on the impact/effect achieved, e.g. number of responds, web-site statistics etc. [Month 39, Task 6.1]

Publishable Summary of WP2 Results

D2.4 Publishable summary of WP2 results (M35), all tasks: The main objective of this deliverable to provide a public summary of the main WP2 achievements. The focus will be on processes, methods and tools for creating trustworthy AI solutions using explainable AI solutions. In addition, the technical overview on increasing safety, security and performance using AI technology will be covered. [Month 37, Task 2.1-2.5]

InSecTT industrial demonstrators Y1

InSecTT industrial demonstrators Y1 This deliverable gives an overview about the status of the InSecTT industrial demonstrators after the 1st year of the project It collects input from all Use Cases and creates a comprehensive overview about the demonstrators As the deliverable is public Use Cases will provide pictures screenshorts videos or live demonstrations of their demonstrators Month 12 Task 50116

InSecTT industrial demonstrators Y2

InSecTT industrial demonstrators Y2: This deliverable gives an overview about the status of the InSecTT industrial demonstrators after the 2nd year of the project. It collects input from all Use Cases and creates a comprehensive overview about the demonstrators. As the deliverable is public, Use Cases will provide pictures, screenshorts, videos or live demonstrations of their demonstrators. [Month 24. Task 5.01-16]

InSecTT final demonstrators

D5.72 InSecTT final demonstrators: This deliverable gives an overview about the created InSecTT industrial demonstrators at the end of the project. It collects input from all Use Cases and creates a comprehensive overview about the demonstrators. As the deliverable is public, Use Cases will provide pictures, screenshorts, videos or live demonstrations of their demonstrators. In addition, the demonstrators will be showcased at the final InSecTT event, where the stakeholders, press and general public will be invited to join. [Month 38. Task 5.01-16]

Publications

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

Author(s): Tijana Markovic; Alireza Dehlaghi-Ghadim; Miguel Leon; Ali Balador; Sasikumar Punnekkat
Published in: 2023
Publisher: Computer Science and Intelligence Systems
DOI: 10.15439/2023f5263

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

Author(s): Mujdat Soyturk and Onur Izmitlioglu
Published in: 2022
Publisher: IEEE
DOI: 10.23919/mikon54314.2022.9924741

An Authorization Service supporting Dynamic Access Control in Manufacturing Systems

Author(s): Ivan Radonjic, Enna Basic, Björn Leander, Tijana Markovic
Published in: 2023
Publisher: WF-IoT 2023

Luring of transferable adversarial perturbations in the black-box paradigm

Author(s): Remi Bernhard, Pierre-Alain Moellic, Jean-Max Dutertre
Published in: 2021
Publisher: IJCNN

A Review of Confidentiality Threats Against Embedded Neural Network Models

Author(s): Raphaël Joud, Pierre-Alain Moellic, Rémi Bernhard, Jean-Baptiste Rigaud
Published in: 2021
Publisher: WISTT

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

Author(s): L. Pallotta, M. Neri, M. Buongiorno, A. Neri, and G. Giunta
Published in: 2022
Publisher: ICFSP
DOI: 10.1109/icfsp55781.2022.9924832

Adaptive Distributed Beacon Congestion Control with Machine Learning in VANETs

Author(s): Mahboubeh Mohammadi, Ali Balador, Zaloa Fernández and Iñaki Val
Published in: 2021
Publisher: MSN 2021
DOI: 10.1109/msn53354.2021.00120

Biometric Recognition using Microwave Reflection Spectroscopy

Author(s): Emanuele Maiorana, Davide Ramaccia, Luca Stefanini, Alessandro Toscano, Filiberto Bilotti and Patrizio Campisi
Published in: 2022
Publisher: IEEE
DOI: 10.23919/mikon54314.2022.9924757

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

Author(s): Stefan Marksteiner, Marjan Sirjani, Mikael Sjödin
Published in: 2023
Publisher: ECBS 2023

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

Author(s): Vaquero-Serrano Miguel and A.Felez Jesus
Published in: 2022
Publisher: CIBIM
DOI: 10.5944/bicim2022.054

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

Author(s): Son M. Nguyen, Duc V. Le, Nhan D. T. Nguyen and Paul J. M. Havinga
Published in: 2023
Publisher: IEEE
DOI: 10.1109/percom56429.2023.10099376

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

Author(s): Sergio Barrachina-Munoz, Alessandro Chiumento, Borsi Bellalta
Published in: 2021
Publisher: Wireless Days
DOI: 10.48550/arxiv.2106.05553

Wireless Channel Prediction using Artificial Intelligence with constrained Data Sets

Author(s): Gowhar Javanmardi and Ramiro Robles
Published in: 2022
Publisher: IEEE
DOI: 10.23919/mikon54314.2022.9925006

Enhanced Simulation Environment to Support Research in Modular Manufacturing Systems

Author(s): Björn Leander, Tijana Markovic, Miguel Leon
Published in: 2023
Publisher: IECON 2023

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

Author(s): Michael Karner, Joachim Hillebrand, Manuela Klocker, Ramiro Sámano-Robles
Published in: 2021
Publisher: DSD2021
DOI: 10.1109/dsd53832.2021.00052

A First Step Towards Holistic Trustworthy Platoons

Author(s): Ali Shoker, Peter Moertl, Ramiro Robles
Published in: 2021
Publisher: IEEE 7th World Forum on Internet of Things: 1st Workshop on Wireless Intelligent Secure Trustable Things: bringing IoT and AI together

np-CECADA: Enhancing Ubiquitous Connectivity of LoRa Networks

Author(s): Nikolaos Kouvelas, R Venkatesha Prasad, Niloofar Yazdaniz, Daniel E. Lucaniz
Published in: 2021
Publisher: MASS
DOI: 10.1109/mass52906.2021.00054

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

Author(s): Samuele Poppi, Marcella Cornia, Lorenzo Baraldi,ita Cucchiara
Published in: 2021
Publisher: CVPR2021

Impact of Spatial Frequency Based Constraints on Adversarial Robustness

Author(s): Rémi BERNHARD, Pierre-Alain MOELLIC, Martial MERMILLOD, Yannick BOURRIER, Marina REYBOZ, Miguel Angel SOLINAS, Romain COHENDET
Published in: 2021
Publisher: IJCNN
DOI: 10.1109/ijcnn52387.2021.9534307

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

Author(s): Matteo Fabbri ( University of Modena and Reggio Emilia ) < matteo.fabbri@unimore.it> Guillem Brasó ( TUM ) < guillem.braso@in.tum.de> Gianluca Maugeri ( University of Modena and Reggio Emilia ) < gianluca.maugeri@unimore.it> Orcun Cetintas ( Technical University of Munich ) < orcun.cetintas@tum.de> Riccardo Gasparini ( University of Modena and Reggio Emilia ) < ricca
Published in: 2021
Publisher: International conference on Computer Vision ICCV

Evaluation of Solar-based Energy Harvesting for Indoor IoT Applications

Author(s): Leander B. Hörmann, Thomas Hölzl, Christian Kastl, Peter Priller, Hans-Peter Bernhard, Philipp Peterseil, Andreas Springer
Published in: 2022
Publisher: European Test and Telemtry Coference 2022

Digital Twin-based Intrusion Detection for Industrial Control Systems

Author(s): Seba Varghese, Alireza Dehlaghi Ghadim, Ali Balador, Zahra Alimadadi, Panagiotis Papadimitratos
Published in: 2022
Publisher: IEEE

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

Author(s): "Ashutosh Simha, Suryansh Sharma, Sujay Narayana, R. Venkatesh Prasad"""
Published in: 2021
Publisher: WF-IoT
DOI: 10.1109/wf-iot51360.2021.9595257

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

Author(s): M. H. Moghadam, M. Borg, M. Saadatmand, S.J. Mousavirad, M. Bohlin and B. Lisper
Published in: 2023
Publisher: Journal of Software: Evolution and Process” (Wiley)
DOI: 10.1002/smr.2591

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

Author(s): Clément Gaine, Pierre-Alain Moellic, Olivier Potin and Jean-Max Dutertre
Published in: 2023
Publisher: Euromicro Conference Series on Digital System Design
DOI: 10.48550/arxiv.2308.16665

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

Author(s): http://www.es.mdh.se/pdf_publications/6229.pdf
Published in: ETFA 2021 : 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
Publisher: ETFA 2021

Cellular Interface Selection in Multi-Homed Vehicular Onboard Gateways

Author(s): Bernd-Ludwig Wenning
Published in: 2022
Publisher: IEEE
DOI: 10.1109/etfa52439.2022.9921722

Using Cyber Digital Twins for Automated Automotive Cybersecurity Testing

Author(s): Stefan Marksteiner, Slava Bronfman, Markus Wolf and Eddie Lazebnik
Published in: 2021
Publisher: SRCNAS/STRIVE @ IEEE Euro S&P
DOI: 10.1109/eurospw54576.2021.00020

Detecting Network Intrusion Using Binarized Neural Networks

Author(s): Vreča, J., Ivanov, I., Papa, G., Biasizzo, A.
Published in: Issue 21693536, 2021, ISSN 2169-3536
Publisher: WF-IoT2021
DOI: 10.1109/wf-iot51360.2021.9595961

The Westermo network traffic data set

Author(s): Per Erik Strandberg, David Söderman, Alireza Dehlaghi-Ghadim, Miguel Leon Ortiz, Tijana Markovic, Sasikumar Punnekkat, Mahshid Helali Moghadam and David Buffoni
Published in: 2023
Publisher: Elsevier's Data in Brief
DOI: 10.1016/j.dib.2023.109512

Random Forest based on Federated Learning for Intrusion Detection

Author(s): Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat
Published in: 2022, Page(s) 132–144
Publisher: IFIP International Conference on Artificial Intelligence Applications and Innovations
DOI: 10.1007/978-3-031-08333-4_11

Time-multiplexed AoA Estimation and Ranging

Author(s): David Märzinger, Bernhard Etzlinger, Philipp Peterseil and Andreas Springer
Published in: 2023
Publisher: 2023 International Conference on Localization and GNSS
DOI: 10.1109/icl-gnss57829.2023.10148924

Implementation of High Performance Multi-Agent Position Feeding Framework

Author(s): Mujdat Soyturk, Burak Senkus, Berkay Yaman and Huseyin Aydın
Published in: 2022
Publisher: IEEE
DOI: 10.23919/mikon54314.2022.9924764

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

Author(s): Muhammad Rusyadi Ramli and Martin Törngren
Published in: 2022
Publisher: CPSS4SUS

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

Author(s): Antonio Cilfone, Luca Davoli, Gianluigi Ferrari
Published in: 2022
Publisher: IEEE Transactions on Mobile Computing

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

Author(s): Fatima tu Zahra, Yavuz S. Bostanci, and Mujdat Soyturk
Published in: 2023
Publisher: IEEE
DOI: 10.1109/siu59756.2023.10224020

Developing and Evaluating MQTT Connectivity for an Industrial Controller

Author(s): Selma Opacin, Lejla Rizvanovic, Björn Leander, Aida Causevic and Saad Mubeen
Published in: 2023
Publisher: IEEE
DOI: 10.1109/meco58584.2023.10154921

Towards a Distributed Testbed for Wireless Embedded Devices for Industrial Applications

Author(s): Leander B. Hörmann, Albert Pötsch, Christian Kastl, Peter Priller and Andreas Springer
Published in: 2021
Publisher: WFCS 2021
DOI: 10.1109/wfcs46889.2021.9483593

ICSSIM — A framework for building industrial control systems security testbeds

Author(s): Alireza Dehlaghi-Ghadim, Ali Balador, Mahshid Helali Moghadam, Hans Hansson and Mauro Conti
Published in: 2023
Publisher: Computers in Industry Journal
DOI: 10.1016/j.compind.2023.103906

Anomaly Attack Detection in Wireless Networks Using DCNN

Author(s): Van-Lan Dao and Björn Leander
Published in: 2022
Publisher: IEEE
DOI: 10.1109/wf-iot54382.2022.10152227

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

Author(s): Núria Ballber Torres, Bernhard Etzlinger, Eshagh Dehmollaian and Andreas Springer
Published in: 2022
Publisher: IWCMC 2022
DOI: 10.1109/iwcmc55113.2022.9824119

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

Author(s): Baptiste Nguyen; Pierre-Alain Moellic; Sylvain Blayac
Published in: 2022
Publisher: Springer

RF Information Harvesting for Medium Access in Event-drivenBatteryless Sensing

Author(s): N. H. Hokke, S. Sharma, R.V. Prasad, L. Mottola, S. Narayana, V. Rao, N. Kouvelas
Published in: 2022
Publisher: IPSN (IEEE/ACM)
DOI: 10.1109/ipsn54338.2022.00037

ParalMGC: Multiple Audio Representations for Synthetic Human Speech Attribution

Author(s): Michael Neri, Anna Ferrarotti, Luca De Luisa, Andrea Salimbeni, and Marco Carli
Published in: 2022
Publisher: IEEE
DOI: 10.1109/euvip53989.2022.9922861

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

Author(s): Miguel Gutiérrez Gaitán, Ramiro Robles, Amir Hossein Farzamiyan
Published in: 2021
Publisher: IEEE LAMC 2021

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

Author(s): Miguel Leon, Tijana Markovic and Sasikumar Punnekkat
Published in: 2022
Publisher: WCCI
DOI: 10.1109/ijcnn55064.2022.9892293

An Overview of Laser Injection Against Embedded Neural Network Models

Author(s): Mathieu Dumont, Pierre-Alain Moellic, Raphael Viera, Jean-Max Dutertre
Published in: 2021
Publisher: WISTT

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

Author(s): Miguel Gutierrez Gaitan and Ramiro Robles
Published in: 2022
Publisher: IEEE
DOI: 10.23919/mikon54314.2022.9924903

Performance Evaluation of YOLOv5 in Adverse Weather Conditions

Author(s): Fatmanur Ozdemir, Yavuz Selim Bostanci, & Mujdat Soyturk
Published in: 2023
Publisher: IEEE Conference on Signal Processing and Communications Applications, 2023
DOI: 10.1109/siu59756.2023.10223809

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

Author(s): Julian Karoliny, Thomas Blazek, Fjolla Ademaj, Hans-Peter Bernhard, Andreas Springer
Published in: 2021
Publisher: WF-IoT
DOI: 10.48550/arxiv.2104.14865

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

Author(s): Maurer Matthias, Kaiser Christian
Published in: 2021
Publisher: FRUCT

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

Author(s): Hamide Ebrahimiyan; Ali Balador; Tina Samizadeh Nikoui
Published in: 2022
Publisher: MELECON
DOI: 10.1109/melecon53508.2022.9842978

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

Author(s): Ramiro Robles
Published in: 2021
Publisher: IEEE
DOI: 10.1109/wf-iot51360.2021.9595081

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

Author(s): Benjamin Ewerz, Cyril Marx, Margit Höfler, Peter Moertl
Published in: 2021
Publisher: 44th International Convention on Information, Communication and Electronic Technology: MIPRO 2021
DOI: 10.23919/mipro52101.2021.9596837

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

Author(s): Ramiro Samano Robles
Published in: 2020
Publisher: MDPI technologies
DOI: 10.3390/technologies8030041

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

Author(s): Miguel Leon; Tijana Markovic and Sasikumar Punnekkat
Published in: 2023
Publisher: GECCO
DOI: 10.1145/3583133.3590600

Consistency-based Self-supervised Learning for Temporal Anomaly Localization

Author(s): Aniello Panariello, Angelo Porrello, Simone Calderara and Rita Cucchiara
Published in: 2022
Publisher: ECCV
DOI: 10.48550/arxiv.2208.05251

A Modular Multi-interface Gateway for Heterogeneous IoT Networking

Author(s): Emanuele Pagliari, Luca Davoli, Antonio Cilfone, Gianluigi Ferrari
Published in: 2020
Publisher: IEEE
DOI: 10.1109/isaect50560.2020.9523689

The Components of Cooperative Perception - a Comprehensive Literature Overview

Author(s): Christoph Pilz, Gerald Steinbauer, Andrea Ulbel
Published in: 2021
Publisher: ITSC
DOI: 10.1109/itsc48978.2021.9564989

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

Author(s): Miguel Gutiérrez Gaitán, Ramiro Robles
Published in: 2021
Publisher: 7th IEEE World Forum on the Internet of Things
DOI: 10.1109/wf-iot51360.2021.9595595

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

Author(s): Miguel Leon Ortiz Tijana Markovic Sasikumar Punnekkat
Published in: 2022
Publisher: SedDef @ GECCO 2022
DOI: 10.1145/3520304.3534009

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

Author(s): Sebastiaan Hofstee
Published in: 2022
Publisher: IFIP Advances in Information and Communication

A Decentralized Robust Control Approach for Virtually Coupled Train Sets

Author(s): Miguel A. Vaquero-Serrano and Jesus Felez
Published in: 2022
Publisher: Wiley
DOI: 10.1111/mice.12985

Dynamic Autoencoders Against Adversarial Attacks

Author(s): Hervé Chabanne, Vincent Despiegel, Stéphane Gentric and Linda Guiga
Published in: 2023
Publisher: Procedia Computer Science
DOI: 10.1016/j.procs.2023.03.104

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

Author(s): Kevin HECTOR, Pierre-Alain MOELLIC, Mathieu DUMONT and Jean-Max DUTERTRE
Published in: 2022
Publisher: IOLTS
DOI: 10.48550/arxiv.2209.14243

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

Author(s): Amir Hossein Farzamiyan, Miguel Gutierrez Gaitan, Ramiro Samano-Robles
Published in: 2020 AEIT International Annual Conference (AEIT), 2020, Page(s) 1-6, ISBN 978-8-8872-3747-4
Publisher: IEEE
DOI: 10.23919/aeit50178.2020.9241147

Simulation Environment for Modular Automation Systems

Author(s): Björn Leander, Tijana Markovic, Aida Causevic, Tomas Lindström, Hans Hansson, Sasikumar Punnekkat
Published in: 2022
Publisher: IECON'2022

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

Author(s): Shreya Sinha, Duc V. Le
Published in: 11TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION, 2021
Publisher: IPIN
DOI: 10.1109/ipin51156.2021.9662642

A Decentralized Model Predictive Control for Virtual Coupling in Train Sets

Author(s): Jesus Felez, Miguel A. Vaquero-Serrano and Juan de Dios Sanz
Published in: 2022
Publisher: MDPI
DOI: 10.3390/act11120372

Air Quality Estimation with Embedded AI-based Prediction Algorithms

Author(s): Armin Mazinani, Luca Davoli, Danilo Pietro Pau and Gianluigi Ferrari
Published in: 2023
Publisher: IEEE
DOI: 10.1109/icitri59340.2023.10249864

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

Author(s): Tina Samizadeh Nikoui, Amir Masoud Rahmani, Ali Balador and Hooman Tabarsaied
Published in: 2022
Publisher: MELECON
DOI: 10.1109/melecon53508.2022.9843096

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

Author(s): Efi Papatheocharous, Christian Kaiser, Johanna Moser and Alexander Stocker
Published in: 2023
Publisher: MDPI Sensors
DOI: 10.3390/s23177505

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

Author(s): Son M. Nguyen, Linh D. Tran, Arai Masayuki , and Duc V. Le
Published in: 2022
Publisher: IEEE
DOI: 10.1109/ijcb54206.2022.10007986

HistoTrust: Hardware-based Ethereum Attestation of Data History

Author(s): Dylan Paulin Christine Hennebert Thibault Franco-Rondisson Thomas Loubier
Published in: 2021
Publisher: CBT'21 / LNCS

Anomaly Detection Dataset for Industrial Control Systems

Author(s): Alireza Dehlaghi-Ghadim, Mahshid Helali Moghadam, Ali Balador and Hans Hansson
Published in: 2023
Publisher: IEEEAcess
DOI: 10.48550/arxiv.2305.09678

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

Author(s): Kevin Hector, Pierre-Alain Moellic, Jean-Max Dutertre and Mathieu Dumont
Published in: 2023
Publisher: European Symposium on Research in Computer Security, SECAI Workshop
DOI: 10.48550/arxiv.2308.16703

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

Author(s): Muhammad Rusyadi Ramli, Fredrik Asplund, and Martin Törngren
Published in: 2021
Publisher: EDCC

Evaluation of an OPC UA-based Access Control Enforcement Architecture

Author(s): Björn Leander, Aida Causevic, Hans Hansson, Tomas Lindström
Published in: 2023
Publisher: ESORICS 2023 workshop CyberICPS

Predicting the Channel Access of Bluetooth Low Energy

Author(s): J. Karoliny, T. Blazek, A. Springer and H. -P. Bernhard
Published in: 2023
Publisher: IEEE
DOI: 10.48550/arxiv.2301.08109

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

Author(s): Raphael JOUD, Pierre-Alain MOELLIC, Simon PONTIE and Jean-Baptiste RIGAUD
Published in: 2022
Publisher: Cardis
DOI: 10.48550/arxiv.2211.05590

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

Author(s): Tobias Mitterer, Leander B. Hörmann, Hans-Peter Bernhard, Peter Priller and Hubert Zangl
Published in: 2020
Publisher: IEEE
DOI: 10.1109/iecon43393.2020.9255222

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

Author(s): Niloofar Yazdani, Nikolaos Kouvelas, R Venkatesha Prasad and Daniel E. Lucani
Published in: 2022
Publisher: IEEE
DOI: 10.1109/secon55815.2022.9918571

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

Author(s): Thomas Blazek, Julian Karoliny, Fjolla Ademaj, Hans-Peter Bernhard
Published in: 2021
Publisher: WFCS
DOI: 10.48550/arxiv.2104.14874

Data Trustworthiness for UWB Ranging in IoT

Author(s): Philipp Peterseil, Bernhard Etzlinger, David Märzinger, Roya Khanzadeh, Andreas Springer
Published in: 2022
Publisher: IEEE
DOI: 10.1109/gcwkshps56602.2022.10008777

Collision Mitigation in the Presence of Uncertainty

Author(s): Masoumeh Parseh; Fredrik Asplund
Published in: 2021
Publisher: IEEE
DOI: 10.1109/smc52423.2021.9658791

A Systematic Approach to Automotive Security

Author(s): Masoud Ebrahimi, Stefan Marksteiner, Dejan Nickovic, Roderick Bloem, David Schögler, Philipp Eisner, Samuel Sprung, Thomas Schober, Sebastian Chlup, Christoph Schmittner, and Sandra König
Published in: 2023
Publisher: FM23
DOI: 10.1007/978-3-031-27481-7_3

Towards 5G-Aware Robot Planning for Industrial Applications

Author(s): Nils Jörgensen, Ajay Kattepur, Swarup Mohalik, Aneta Vulgarakis, and Elena Fersman
Published in: 2022
Publisher: IEEE
DOI: 10.1109/etfa52439.2022.9921449

Trustworthiness Score for UWB Indoor Localization

Author(s): Philipp Peterseil, Bernhard Etzlinger, Roya Khanzadeh, Andreas Springer
Published in: 2023
Publisher: 2023 IEEE Gloecom: IoT and Sensor Networks Symposium

Dependability and Security aspects of Network-Centric Control

Author(s): Björn Leander, Bjarne Johansson and Tomas Lindström
Published in: 2023
Publisher: IEEE

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

Author(s): Friedrich Lindow, Christian Kaiser, Alexey Kashevnik, Alexander Stocker
Published in: 2020 27th Conference of Open Innovations Association (FRUCT), 2020, Page(s) 116-125, ISBN 978-952-69244-3-4
Publisher: IEEE
DOI: 10.23919/fruct49677.2020.9211020

Distracted Driver Monitoring with Smartphones: A Preliminary Literature Review

Author(s): Christian Kaiser, Alexander Stocker, Efi Papatheocharous
Published in: 2021 29th Conference of Open Innovations Association (FRUCT), 2021, Page(s) 169-176, ISBN 978-952-69244-5-8
Publisher: IEEE
DOI: 10.23919/fruct52173.2021.9435545

A Model-Driven Methodology for Automotive Cybersecurity Test Case Generation

Author(s): Stefan Marksteiner, Peter Priller
Published in: 2021
Publisher: SRCNAS/STRIVE @ IEEE Euro S&P
DOI: 10.1109/eurospw54576.2021.00021

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

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Published in: 2023
Publisher: SafeComp
DOI: 10.48550/arxiv.2304.12876

A Survey on Vehicular Communication for CooperativeTruck Platooning Application

Author(s): Ali Balador, Alessandro Bazzi, Unai Hernandez-Jayo, Idoia de la Iglesia,Hossein Ahmadvand
Published in: Vehicular Communications, Issue 22142096, 2021, ISSN 2214-2096
Publisher: Elsevier Inc.
DOI: 10.1016/j.vehcom.2022.100460

Real-Time Jamming Detection in Wireless IoT Networks

Author(s): Fatima tu Zahra, Yavuz Selim Bostanci and Mujdat Soyturk
Published in: MPDI Electronics, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3293404

Time Slotted Multiple-Hypothesis Interference Tracking in Wireless Networks

Author(s): Karoliny Julian, Blazek Thomas, Ademaj Fjolla, Bernhard Hans-Peter and Springer Andreas
Published in: IEEE Internet of Things Journal, 2022, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2022.3204820

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

Author(s): José Manuel Gaspar Sánchez, Nils Jörgensen, Martin Törngren, Elena Fersman, Lei Feng, Rafia Inam, Andrii Berezovskyi, Muhammad Rusyadi Ramli, Kaige Tan,
Published in: ACM Transactions on Cyber-Physical Systems, Issue 15577317, 2021, Page(s) pp 1–28, ISSN 1557-7317
Publisher: ACM Transactions on Cyber-Physical Systems
DOI: 10.1145/3539662

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

Author(s): Suryansh Sharma, Ashutosh Simha, R. Venkatesha Prasad, Vineet Gokhale and Sujay Narayana
Published in: IEEE Robotics and Automation Letters, Issue 23773766, 2021, Page(s) 7097 - 7104, ISSN 2377-3766
Publisher: IEEE
DOI: 10.1109/lra.2021.3097499

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

Author(s): Ramiro Sámano-Robles, Tomas Nordström, Kristina Kunert, Salvador Santonja-Climen Mikko Himanka, Markus Liuska , Michael Karner and Eduardo Tovar
Published in: Technologies 2021, 9(4), 99; https://doi.org/10.3390/technologies9040099, Issue 22277080, 2021, ISSN 2227-7080
Publisher: MDPI Technologies
DOI: 10.3390/technologies9040099

Safe and secure platooning of Automated Guided Vehicles in Industry 4.0

Author(s): Muhammad Atif Javed, Faiz Ul Muram, Sasikumar Punnekkat, Hans Hansson
Published in: Journal of Systems Architecture, Issue 03781119, 2021, ISSN 0378-1119
Publisher: Elsevier BV
DOI: 10.1016/j.sysarc.2021.102309

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

Author(s): Erislandy Mozo, Paul Unterhuber, Arrate Alonso Gómez, Stephan Sand, and Mikel Mendicute
Published in: Transactions on Vehicular Technology, 2022, ISSN 1939-9359
Publisher: IEEE
DOI: 10.1109/tvt.2022.3229142

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

Author(s): Masoumeh Parseh, Fredrik Asplund
Published in: Accident Analysis and Prevention, 2022, ISSN 0001-4575
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.aap.2022.106704

Toward an Ideal Access Control Strategy for Industry 4.0 Manufacturing Systems

Author(s): Björn Leander, Aida Casuevic, Hans Hansson, Tomas Lindström
Published in: IEEE Access, Issue 21693536, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3104649

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

Author(s): 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,and Hermann Felbinger
Published in: IEEE Transactions on Software Engineering, 2021, ISSN 0098-5589
Publisher: Institute of Electrical and Electronics Engineers

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

Author(s): Jaime Señor, Jorge Portilla and Gabriel Mujica,
Published in: IEEE Internet of Things Journal, Issue 23274662, 2022, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2022.3162254

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

Author(s): Eshagh Dehmollaian, Bernhard Etzlinger, Núria Ballber Torres and Andreas Springer
Published in: IEEE WCL, 2021, ISSN 2162-2345
Publisher: IEEE
DOI: 10.1109/lwc.2021.3072937

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

Author(s): Christoph Pilz, Peter Sammer, Gerald Steinbauer-Wagner, Udo Grossschedl, Esa Piri, Lukas Kuschnig, and Alina Steinbauer
Published in: IEEE Open Journal of Intelligent Transportation Systems, 2023, ISSN 2687-7813
Publisher: IEEE
DOI: 10.1109/ojits.2023.3296812

Biometric Recognition Based on Hand Electromagnetic Scattering at Microwaves

Author(s): Maiorana Emanuele, Ramaccia Davide, Stefanini Luca, Toscano Alessandro, Bilotti Filiberto and Campisi Patrizio
Published in: IEEE TMTT, 2023, ISSN 1557-9670
Publisher: IEEE
DOI: 10.1109/tmtt.2023.3300175

Survey on Decentralized Congestion Control Methods for Vehicular Communication

Author(s): Ali Balador, Elena Cinque, Marco Pratesib, Francesco Valentini,Chumeng Bai, Arrate Alonso Gomez, Mahboubeh Mohammadi
Published in: Vehicular Communications, Issue 22142096, 2022, ISSN 2214-2096
Publisher: Elsevier Inc.
DOI: 10.1016/j.vehcom.2021.100394

Class-Incremental Continual Learning into the eXtended DER-verse

Author(s): Matteo Boschini, Member, IEEE, Lorenzo Bonicelli, Pietro Buzzega, Angelo Porrello, and Simone Calderara, Member, IEEE
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence ( Early Access ), Issue 19393539, 2022, Page(s) 1 - 16, ISSN 1939-3539
Publisher: IEEE
DOI: 10.1109/tpami.2022.3206549

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

Author(s): Ridvan Salih Kuzu, Emanuele Maiorana, Patrizio Campisi
Published in: Elsevier Expert System with Applications, Issue 09574174, 2022, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2021.116305

Calibration-Free Single-Anchor Indoor Localization Using an ESPAR Antenna

Author(s): Mateusz Groth, Krzysztof Nyka, Lukasz Kulas
Published in: Sensors, Issue 21/10, 2021, Page(s) 3431, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103431

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

Author(s): Fjolla Ademaj, Mateusz Rzymowski, Hans-Peter Bernhard, Krzysztof Nyka, Lukasz Kulas
Published in: IEEE Internet of Things Journal, 2021, Page(s) 1-1, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2021.3075346

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

Author(s): Kaige Tan; Lei Feng; György Dán and Martin Törngren
Published in: IEEE Transactions on Vehicular Technology, 2022, ISSN 1939-9359
Publisher: IEEE
DOI: 10.1109/tvt.2022.3197627

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

Author(s): Emanuele Pagliari, Luca Davoli and Gianluigi Ferrari
Published in: IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2023.3317672

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

Author(s): Mateusz Rzymowski, Krzysztof Nyka, Lukasz Kulas
Published in: Sensors 2022, Issue 14248220, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22052034

Sound Event Detection for Human Safety and Security in Noisy Environments

Author(s): Neri Michael,Battisti Federica, Neri Alessandro,Carli Marco
Published in: IEEE Transactions on Audio, Speech and Language Processing, Issue 23299290, 2022, ISSN 2329-9290
Publisher: IEEE Advancing Technology for Humanity
DOI: 10.2139/ssrn.4183575

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

Author(s): Mateusz Rzymowski, Lukasz Kulas
Published in: IEEE Antennas and Wireless Propagation Letters, Issue 15485757, 2021, Page(s) 1745 - 1749, ISSN 1548-5757
Publisher: IEEE Antennas and Wireless Propagation Letters
DOI: 10.1109/lawp.2021.3095394

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

Author(s): Vijay S. Rao, R. Venkatesha Prasad, Chayan Sarkar, Ignas Niemegeers
Published in: 2019 IEEE Global Communications Conference (GLOBECOM), Issue 25766813, 2021, ISSN 2576-6813
Publisher: 2019 IEEE Global Communications Conference (GLOBECOM)
DOI: 10.1109/globecom38437.2019.9013219

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

Author(s): Masoumeh Parseh, Mikael Nybacka & Fredrik Asplund
Published in: Vehicle System Dynamics, 2022, ISSN 0042-3114
Publisher: Swets & Zeitlinger
DOI: 10.1080/00423114.2022.2088396

Forecasting Air Temperature on Edge Devices with Embedded AI

Author(s): Gaia Codeluppi, Luca Davoli, Gianluigi Ferrari
Published in: Sensors, Issue 21/12, 2021, Page(s) 3973, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21123973

Quality of Service Based Minimal Latency Routing for Wireless Networks

Author(s): Fjolla Ademaj, Hans-Peter Bernhard
Published in: IEEE Transactions on Industrial Informatics, 2021, Page(s) 1-1, ISSN 1551-3203
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tii.2021.3071596

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

Author(s): Nikolaos Kouvelas, R. Venkatesha Prasad
Published in: IEEE Transactions on Green Communications and Networking, Issue 5/1, 2021, Page(s) 94-105, ISSN 2473-2400
Publisher: IEEE Transactions on Green Communications and Networking
DOI: 10.1109/tgcn.2020.3047432

An Empirical Evaluation of Enhanced Performance Softmax Function in Deep Learning

Author(s): Sumiran Mehra, Gopal Raut, Ribhu Das, Santosh Kumar Vishvakarma and Anton Biasizzo
Published in: IEEE Access, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3265327

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

Author(s): RIDVAN SALIH KUZU, EMANUELE MAIORANA, and PATRIZIO CAMPISI
Published in: IEEE Access, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3239894

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

Author(s): Marcella Cornia; Lorenzo Baraldi; Rita Cucchiara
Published in: Ai Communications, Issue 09217126, 2021, ISSN 0921-7126
Publisher: IOS Press
DOI: 10.3233/aic-210172

HistoTrust: tracing AI behavior with secure hardware and blockchain technology

Author(s): Dylan Paulin, Raphaël Joud, Christine Hennebert, Pierre-Alain Moëllic, Thibault Franco-Rondisson and Romain Jayles
Published in: Annals of Telecommunications, 2023, ISSN 1958-9395
Publisher: Springer Nature
DOI: 10.1007/s12243-022-00943-6

Driver Distraction Detection Methods: A Literature Review and Framework

Author(s): Alexey Kashevnik, Roman Shchedrin, Christian Kaiser, Alexander Stocker
Published in: IEEE Access, Issue 9, 2021, Page(s) 60063-60076, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3073599

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

Author(s): Tijana Markovic, Miguel Leon, Bjorn Leander and Sasikumar Punnekkat
Published in: IEEE Access Journal, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3252901

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

Author(s): Georgi Nikolov, Michael Kuhn, Alan McGibney, Bernd-Ludwig Wenning
Published in: IEEE Access, Issue 21693536, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3156597

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

Author(s): Kaige Tan, Qinglei Ji, Lei Feng and Martin Törngren
Published in: IEEE Transactions on Industrial Electronics, 2023, ISSN 1557-9948
Publisher: IEEE
DOI: 10.1109/tie.2023.3270505

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

Author(s): Eshagh Dehmollaian, Bernhard Etzlinger, Núria Ballber Torres, Andreas Springer
Published in: Sensors 2022 - Special Issue Unusual Behavior Detection Based on Machine Learning, Issue 14248220, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22176547

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

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Published in: 2022
Publisher: MDU, Västerås, Sweden

Anomaly Detection for Network Traffic in a Resource Constrained Environment

Author(s): Pontus Lidholm, Gaia Ingletto
Published in: 2023
Publisher: Mälardalen Univesity

Intrusion Detection Using Machine Learning for Industrial Control Systems

Author(s): R. Plaka
Published in: 2021
Publisher: Mälardalen University, Västerås, Sweden

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

Author(s): D. Nilsson
Published in: 2022
Publisher: Mälardalen University, Västerås, Sweden

An embedded device for indoor localization in BLE networks based on a reconfigurable antenna

Author(s): Przemysław Łaszczuk
Published in: 2021
Publisher: Gdansk University of Technology

Reservoir Computing Approach for Network Intrusion Detection

Author(s): C. Andersson
Published in: 2021
Publisher: Mälardalen University, Västerås, Sweden

Anomaly detection in Network data with unsupervised learning methods

Author(s): G. Sarossy
Published in: 2021
Publisher: Mälardalen University, Västerås, Sweden

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

Author(s): Alexander Frid
Published in: 2023
Publisher: Mid Sweden University

Using Supervised Learning and Data Fusion to Detect Network Attacks

Author(s): J. Hautsalo
Published in: 2021
Publisher: Mälardalen University, Västerås, Sweden

Identification of Cyberattacks in Industrial Control Systems

Author(s): RISE
Published in: 2023
Publisher: Mälardalen University

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

Author(s): Andrea Ulbel
Published in: 2021
Publisher: Technische Universtiät Graz

Anomaly Detection in Networks Using Autoencoder and Unsupervised Learning Methods

Author(s): S. A. Fard
Published in: 2021
Publisher: Mälardalen University, Västerås, Sweden

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

Author(s): David Zwart
Published in: 2022
Publisher: Master Thesis

Adaptation of ETSI DCC for multi-lane platoons scenarios

Author(s): Nguyen Duc Huy, Suryansh Sharma
Published in: 2023
Publisher: TU Delft Repository

Comparative Analysis of Software Solutions for Network Attacks Simulation

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Published in: 2023
Publisher: Mälardalen University

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

Author(s): Luca Davoli, Massimo Moreni, Gianluigi Ferrari
Published in: Wireless Mesh Networks for IoT and Smart Cities: Technologies and Applications, 2022, Page(s) Chapter 2
Publisher: IET
DOI: 10.1049/pbte101e_ch2

Seamless IoT Mobile Sensing through Wi-Fi Mesh Networking

Author(s): Antonio Cilfone, Luca Davoli, Laura Belli, Gianluigi Ferrari
Published in: 2022
Publisher: IET
DOI: 10.1049/pbte101e_ch4

Evaluating Sequential Reasoning about Hidden Objects in Traffic

Author(s): Truls Nyberg, José Manuel Gaspar Sánchez, Christian Pek, Jana Tumova, Martin Törngren
Published in: 2022
Publisher: ICCPS/IEEE

Combating air pollution through intelligent IoT systems

Author(s): Luca Davoli, Laura Belli, Elisa Londero, Paolo Azzoni, Gianluigi Ferrari
Published in: 2022
Publisher: Inside Magazine

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

Author(s): José Manuel Gaspar Sánchez, Truls Nyberg, Christian Pek, Jana Tumova and Martin Torngren
Published in: 2022
Publisher: 2022 IEEE Intelligent Vehicles Symposium (IV)
DOI: 10.1109/iv51971.2022.9827171

White Paper on Datasets

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Published in: 2023
Publisher: InSecTT website

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

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Published in: 2023
Publisher: IEEE
DOI: 10.1109/noms56928.2023.10154308

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

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Published in: 2023
Publisher: IHE

How to develop trustworthy smart systems? Framework to facilitate Trustworthiness of Smart Systems for End Users

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Published in: 2022
Publisher: SS-CPSIoT

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

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Published in: 2023
Publisher: 2023 5th International Conference on Image Processing and Machine Vision (IPMV 2023)
DOI: 10.1145/3582177.3582178

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