Deliverables Documents, reports (2) Requirement Management Guidelines 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] Demonstrators, pilots, prototypes (1) 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 Publications Peer reviewed articles (23) 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 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 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 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 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 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 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 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 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 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 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 Conference proceedings (43) 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 Book chapters (2) 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 Other (1) 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 Thesis dissertations (2) Analysis of V2X Performance and Rollout Status with a Special Focus on Austria Author(s): Andrea Ulbel Published in: 2021 Publisher: Technische Universtiät Graz Firmware Updates Over The Air for LoRa using Random Linear Network Coding Author(s): David Zwart Published in: 2022 Publisher: Master Thesis Searching for OpenAIRE data... 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