IoTCrawler

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

IoTCrawler Framework and Tools

This deliverable contains the final version of the integrated IoTCrawler framework including the tools developed in T6.3. It also contains the final specification of the deployment packages and software tools.

Adaptive and Secure Publication and Subscription in Highly Dynamic IoT Environments

This deliverable describes the distributed broker and registry for crawling, indexing and ranking of IoT resources with focus on adaptation to IoT dynamics.

Secure IoT Information Access and Privacy Preservation

This deliverable defines the actual proposal for ensuring secure information access and privacy preservation. Additionally, this deliverable will describe the minimal disclosure technologies to be applied within IoT scenario. The deliverable will also describe the set of solutions for the discovery of trustworthy information sources.

IoTCrawler Benchmarking and Testing Environment

This deliverable contains the second version of the benchmarking and testing environment including a documentation of how to use it.

Requirements and Design Templates for IoT Crawling

This deliverable describes cross domain scenarios and related use-case requirements. Moreover, it contains design guidelines and detailed KPI for evaluation of IoTCrawler.

Quality Assurance Plan

This deliverable describes the quality system and procedures

IoT Data Attributes and Quality of Information

This deliverable describes data attributes and related quality measures, which are relevant for the ranking and adaptation or fault recovery tasks.

Enablers for Machine Initiated Semantic IoT Search

This deliverable documents an end-to-end solution for context-aware search for the IoT resources and services including a distributed registry and broker with semantic support for use case domains.

Project Handbook

Details project management and reporting procedures

Final Public Project Report
Enablers for Sensing and Understanding IoT Context

This deliverable describes the results of T5.1 knowledge-based context management and intermediate results of T5.3 model-based analysis for virtual sensors

Intermediate Report on Dissemination, Exploitation and Standardisation Activities

This deliverable reports on activities and plans for dissemination, exploitation and standardisation

Intermediate Integrated IoTCrawler Framework and Tools

This deliverable contains a first version of the integrated IoTCrawler framework including the tools developed in T6.3. It also contains a specification of the deployment packages and software tools.

Final Report on Dissemination, Exploitation and Standardisation Activities

This deliverable reports on results regarding dissemination, exploitation and standardisation.

Portfolio of Use-Case Concepts

This deliverable contains the potential use-cases for demonstration and evaluation.

Enablers for IoT Security and Privacy Baseline

This deliverable describes the initial enablers specification of the IoT platform both in terms of the composing functional blocks and the internal and external interfaces.

Security and Privacy-aware IoTCrawler Framework

This deliverable outlines the overall IoTCrawler framework, including its components and interfaces. Further focus is on lightweight dynamic semantic annotation techniques and security and privacy requirements and guidelines.

Monitoring and Fault Recovery in Highly Dynamic IoT Environments

This deliverable describes a scalable monitoring solution for IoT data streams and fault recovery mechanisms.

Large Scale IoT Crawling, Indexing and Ranking

This deliverable documents the technologies for crawling, indexing and ranking of large scale IoT resources.

Intermediate Version of IoTCrawler Benchmarking and Testing Environment

This deliverable ] contains a first version of the benchmarking and testing environment including a documentation of how to use it.

IoTCrawler Show Cases for Future Business Development

Show case prototypes demonstrating the IoTCrawler technologies in real working environments, including a viable business case and model.

Prototypes for End User Evaluation

Real working prototypes/MVPs based on the most promising use-cases selected from the portfolio of use-case concepts

Initial Version of Project’s Web Site

Web site of the project. It will be updated on a monthly basis

Public Workshop

This workshop will disseminate and demonstrate results to raise awareness

Publications

Distributed real-time SlowDoS attacks detection over encrypted traffic using Artificial Intelligence

Author(s): Norberto Garcia, Tomas Alcaniz, Aurora González-Vidal, Jorge Bernal Bernabe, Diego Rivera, Antonio Skarmeta
Published in: Journal of Network and Computer Applications, Issue 173, 2021, Page(s) 102871, ISSN 1084-8045
Publisher: Academic Press
DOI: 10.1016/j.jnca.2020.102871

Enhancing Extensive and Remote LoRa Deployments through MEC-Powered Drone Gateways

Author(s): Jorge Gallego-Madrid, Alejandro Molina-Zarca, Ramon Sanchez-Iborra, Jorge Bernal-Bernabe, José Santa, Pedro Miguel Ruiz, Antonio F. Skarmeta-Gómez
Published in: Sensors, Issue 20/15, 2020, Page(s) 4109, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20154109

CIoTVID: Towards an Open IoT-Platform for Infective Pandemic Diseases such as COVID-19

Author(s): Alfonso P. Ramallo-González, Aurora González-Vidal, Antonio F. Skarmeta
Published in: Sensors, Issue 21/2, 2021, Page(s) 484, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21020484

Impact of SCHC Compression and Fragmentation in LPWAN: A Case Study with LoRaWAN

Author(s): Jesus Sanchez-Gomez, Jorge Gallego-Madrid, Ramon Sanchez-Iborra, Jose Santa, Antonio Skarmeta
Published in: Sensors, Issue 20/1, 2020, Page(s) 280, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20010280

A New Pattern Representation Method for Time-series Data

Author(s): Roonak Rezvani, Payam Barnaghi, Shirin Enshaeifar
Published in: IEEE Transactions on Knowledge and Data Engineering, 2019, Page(s) 1-1, ISSN 1041-4347
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2019.2961097

LPWAN-Based Vehicular Monitoring Platform with a Generic IP Network Interface

Author(s): José Santa, Ramon Sanchez-Iborra, Pablo Rodriguez-Rey, Luis Bernal-Escobedo, Antonio Skarmeta
Published in: Sensors, Issue 19/2, 2019, Page(s) 264, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19020264

Application Layer Key Establishment for End-to-End Security in IoT

Author(s): Salvador Perez, Jose L. Hernandez-Ramos, Shahid Raza, Antonio Skarmeta
Published in: IEEE Internet of Things Journal, Issue 7/3, 2020, Page(s) 2117-2128, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2019.2959428

A hybrid neuro-fuzzy inference system-based algorithm for time series forecasting applied to energy consumption prediction

Author(s): Mohammed Ali Jallal, Aurora González-Vidal, Antonio F. Skarmeta, Samira Chabaa, Abdelouhab Zeroual
Published in: Applied Energy, Issue 268, 2020, Page(s) 114977, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2020.114977

Controlled Functional Encryption Revisited: Multi-Authority Extensions and Efficient Schemes for Quadratic Functions

Author(s): Miguel Ambrona, Dario Fiore, Claudio Soriente
Published in: Proceedings on Privacy Enhancing Technologies, Issue 2021/1, 2020, Page(s) 21-42, ISSN 2299-0984
Publisher: Sciendo
DOI: 10.2478/popets-2021-0003

Missing Data Imputation with Bayesian Maximum Entropy for Internet of Things Applications

Author(s): Aurora Gonzalez-Vidal, Punit Rathore, Aravinda S. Rao, Jose Mendoza-Bernal, Marimuthu Palaniswami, Antonio F. Skarmeta-Gomez
Published in: IEEE Internet of Things Journal, 2020, Page(s) 1-1, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2020.2987979

Eco-Efficient Mobility in Smart City Scenarios

Author(s): Ramon Sanchez-Iborra, Luis Bernal-Escobedo, José Santa
Published in: Sustainability, Issue 12/20, 2020, Page(s) 8443, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su12208443

On the Impact of Voice Encoding and Transmission on the Predictions of Speaker Warmth and Attractiveness

Author(s): Laura Fernández Gallardo, Ramon Sanchez-Iborra
Published in: ACM Transactions on Knowledge Discovery from Data, Issue 13/4, 2019, Page(s) 1-17, ISSN 1556-4681
Publisher: Special Interest Group on Computer Graphics, Association for Computing Machinery
DOI: 10.1145/3332146

IoTCrawler: Challenges and Solutions for Searching the Internet of Things

Author(s): Thorben Iggena, Eushay Bin Bin Ilyas, Marten Fischer, Ralf Tönjes, Tarek Elsaleh, Roonak Rezvani, Narges Pourshahrokhi, Stefan Bischof, Andreas Fernbach, Josiane Xavier Xavier Parreira, Patrik Schneider, Pavel Smirnov, Martin Strohbach, Hien Truong, Aurora González-Vidal, Antonio F. Skarmeta, Parwinder Singh, Michail J. Beliatis, Mirko Presser, Juan A. Martinez, Pedro Gonzalez-Gil, Marianne Krog
Published in: Sensors, Issue 21/5, 2021, Page(s) 1559, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051559

Overview of Device Access Control in the IoT and its Challenges

Author(s): V. Beltran, A. F. Skarmeta
Published in: IEEE Communications Magazine, 2018, Page(s) 1-7, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MCOM.2017.1700433

Observing the Pulse of a City: A Smart City Framework for Real-Time Discovery, Federation, and Aggregation of Data Streams

Author(s): Sefki Kolozali, Maria Bermudez-Edo, Nazli Farajidavar, Payam Barnaghi, Feng Gao, Muhammad Intizar Ali, Alessandra Mileo, Marten Fischer, Thorben Iggena, Daniel Kuemper, Ralf Tonjes
Published in: IEEE Internet of Things Journal, Issue 6/2, 2019, Page(s) 2651-2668, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2018.2872606

An Online Adaptive Algorithm for Change Detection in Streaming Sensory Data

Author(s): Yasmin Fathy, Payam Barnaghi, Rahim Tafazolli
Published in: IEEE Systems Journal, Issue 13/3, 2019, Page(s) 2688-2699, ISSN 1932-8184
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsyst.2018.2876461

Offloading Positioning onto Network Edge

Author(s): José Santa, Pedro J. Fernández, Ramon Sanchez-Iborra, Jordi Ortiz, Antonio F. Skarmeta
Published in: Wireless Communications and Mobile Computing, Issue 2018, 2018, Page(s) 1-13, ISSN 1530-8669
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2018/7868796

Next Generation Industrial IoT Digitalization for Traceability in Metal Manufacturing Industry: A Case Study of Industry 4.0

Author(s): Michail J. Beliatis, Kasper Jensen, Lars Ellegaard, Annabeth Aagaard, Mirko Presser
Published in: Electronics, Issue 10/5, 2021, Page(s) 628, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics10050628

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams and Its Use with Data Analytics and Event Detection Services

Author(s): Tarek Elsaleh, Shirin Enshaeifar, Roonak Rezvani, Sahr Thomas Acton, Valentinas Janeiko, Maria Bermudez-Edo
Published in: Sensors, Issue 20/4, 2020, Page(s) 953, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20040953

TinyML-Enabled Frugal Smart Objects: Challenges and Opportunities

Author(s): Ramon Sanchez-Iborra, Antonio F. Skarmeta
Published in: IEEE Circuits and Systems Magazine, Issue 20/3, 2020, Page(s) 4-18, ISSN 1531-636X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcas.2020.3005467

Enterprise Security for the Internet of Things (IoT): Lightweight Bootstrapping with EAP-NOOB

Author(s): Aleksi Peltonen, Eduardo Inglés, Sampsa Latvala, Dan Garcia-Carrillo, Mohit Sethi, Tuomas Aura
Published in: Sensors, Issue 20/21, 2020, Page(s) 6101, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20216101

Risk-based automated assessment and testing for the cybersecurity certification and labelling of IoT devices

Author(s): Sara N. Matheu-García, José L. Hernández-Ramos, Antonio F. Skarmeta, Gianmarco Baldini
Published in: Computer Standards & Interfaces, Issue 62, 2019, Page(s) 64-83, ISSN 0920-5489
Publisher: Elsevier BV
DOI: 10.1016/j.csi.2018.08.003

Lightweight Data-Security Ontology for IoT

Author(s): Pedro Gonzalez-Gil; Antonio F. Skarmeta; Juan A. Martinez
Published in: Sensors, Vol 20, Iss 3, p 801 (2020), Issue 17, 2020, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20030801

Runtime verification over out-of-order streams

Author(s): Eugen Zălinescu; Felix Klaedtke; David Basin
Published in: ACM Transactions on Computational Logic, Issue 1, 2019, ISSN 1529-3785
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3355609

On the Security of Randomized Defenses Against Adversarial Samples

Author(s): Kumar Sharad, Giorgia Azzurra Marson, Hien Thi Thu Truong, Ghassan Karame
Published in: Proceedings of the 15th ACM Asia Conference on Computer and Communications Security, 2020, Page(s) 381-393, ISBN 9781450367509
Publisher: ACM
DOI: 10.1145/3320269.3384751

Enabling Context-Aware Search using Extracted Insights from IoT Data Streams

Author(s): V. Janeiko, R. Rezvani, N. Pourshahrokhi, S. Enshaeifar, M. Krogbak, S. H. Christophersen, T. Elsaleh, P. Barnaghi
Published in: 2020 Global Internet of Things Summit (GIoTS), 2020, Page(s) 1-6, ISBN 978-1-7281-6728-2
Publisher: IEEE
DOI: 10.1109/giots49054.2020.9119535

Adaptation of EAP-NOOB Method for LoRaWAN with LO-CoAP-EAP and CBOR

Author(s): Eduardo Ingles-Sanchez, Dan Garcia-Carrillo, Georgios Z. Papadopoulos, Nicolas Montavont, Antonio F. Skarmeta Gomez
Published in: 2020 Global Internet of Things Summit (GIoTS), 2020, Page(s) 1-6, ISBN 978-1-7281-6728-2
Publisher: IEEE
DOI: 10.1109/giots49054.2020.9119629

Quality of Information for IoT-Frameworks

Author(s): Thorben Iggena, Eushay bin Ilyas, Ralf Tonjes
Published in: 2020 IEEE International Smart Cities Conference (ISC2), 2020, Page(s) 1-8, ISBN 978-1-7281-8294-0
Publisher: IEEE
DOI: 10.1109/isc251055.2020.9239043

Valid.IoT - a framework for sensor data quality analysis and interpolation

Author(s): Daniel Kuemper, Thorben Iggena, Ralf Toenjes, Elke Pulvermueller
Published in: Proceedings of the 9th ACM Multimedia Systems Conference on - MMSys '18, 2018, Page(s) 294-303, ISBN 9781-450351928
Publisher: ACM Press
DOI: 10.1145/3204949.3204972

IoTCrawler: Browsing the Internet of Things

Author(s): Antonio F. Skarmeta, Jose Santa, Juan A. Martinez, Josiane X. Parreira, Payam Barnaghi, Shirin Enshaeifar, Michail J. Beliatis, Mirko A. Presser, Thorben Iggena, Marten Fischer, Ralf Tonjes, Martin Strohbach, Alessandro Sforzin, Hien Truong
Published in: 2018 Global Internet of Things Summit (GIoTS), 2018, Page(s) 1-6, ISBN 978-1-5386-6451-3
Publisher: IEEE
DOI: 10.1109/GIOTS.2018.8534528

Segment Parameter Labelling in MCMC Mean-Shift Change Detection

Author(s): Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong-Took, Payam Barnaghi
Published in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 4244-4248, ISBN 978-1-5386-4658-8
Publisher: IEEE
DOI: 10.1109/icassp.2018.8462438

Kalman Filter Modifier for Neural Networks in Non-stationary Environments

Author(s): Li, Honglin ; Ganz, Frieder ; Enshaeifar, Shirin ; Barnaghi, Payam
Published in: NIPS Bayesian Deep Learning Workshop, 2019
Publisher: Neural Information Processing Systems Foundation

Lagrangian-based Clustering Algorithm for IoT Data streams

Author(s): Roonak Rezvani, Shirin Enshaeifar, Payam Barnaghi
Published in: IEEE ICASSP Conference 2019, 2019
Publisher: IEEE Communication Society

Spatio-Temporal Analysis for Smart City Data

Author(s): Maria Bermudez-Edo, Payam Barnaghi
Published in: Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18, 2018, Page(s) 1841-1845, ISBN 9781-450356404
Publisher: ACM Press
DOI: 10.1145/3184558.3191649

DoubleEcho: Mitigating Context-Manipulation Attacks in Copresence Verification

Author(s): Hien Thi Thu Truong, Juhani Toivonen, Thien Duc Nguyen, Claudio Soriente, Sasu Tarkomaand N.Asokan
Published in: The 17th IEEE International Conference on Pervasive Computing and Communications, 2019
Publisher: IEEE

Towards improving the Privacy in the MQTT Protocol

Author(s): Marten Fischer, Daniel Kumper, Ralf Tonjes
Published in: 2019 Global IoT Summit (GIoTS), 2019, Page(s) 1-6, ISBN 978-1-7281-2171-0
Publisher: IEEE
DOI: 10.1109/giots.2019.8766366

Towards Secure and Decentralized Sharing of IoT Data

Author(s): Hien Thi Thu Truong, Miguel Almeida, Ghassan Karame, Claudio Soriente
Published in: The 2nd IEEE International Conference on Blockchain, 2019
Publisher: IEEE

Continual Learning in Deep Neural Networks by Using a Kalman Optimiser

Author(s): Honglin Li, Shirin Enshaeifar, Frieder Ganz, Payam Barnaghi
Published in: Uncertainty & Robustness in Deep Learning Workshop, 2019
Publisher: International Conference on Machine Learning

Lagrangian-based Pattern Extraction for Edge Computing in the Internet of Things

Author(s): Roonak Rezvani, Shirin Enshaeifar, Payam Barnaghi
Published in: 5th IEEE International Conference on Edge Computing and Scalable Cloud, 2019
Publisher: IEEE

Performance study of LoRaWAN for smart-City applications

Author(s): Sanchez-Gomez, Jesus, Gallego-Madrid, Jorge, Sanchez-Iborra, Ramon, Skarmeta, Antonio
Published in: IEEE 2nd 5G World Forum (30 September 2019), 2019
Publisher: IEEE 2nd 5G World Forum

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams

Author(s): T. Elsaleh, M. Bermudez-Edo, S. Enshaeifar, S. T. Acton, R. Rezvani, P. Barnaghi
Published in: 2019 Global IoT Summit (GIoTS), 2019, Page(s) 1-6, ISBN 978-1-7281-2171-0
Publisher: IEEE
DOI: 10.1109/giots.2019.8766367

MEC-assisted end-to-end 5G-slicing for IoT

Author(s): Sanchez-Iborra, Ramon, Covaci, Stefan, Santa, Jose, Sanchez-Gomez, Jesus, Gallego-Madrid, Jorge, Skarmeta, Antonio
Published in: IEEE Global Communications Conference (Globecom’19), 2019
Publisher: IEEE Global Communications Conference

Performance analysis of hyperledger fabric 2.0 blockchain platform

Author(s): Julian Dreyer, Marten Fischer, Ralf Tönjes
Published in: Proceedings of the Workshop on Cloud Continuum Services for Smart IoT Systems, 2020, Page(s) 32-38, ISBN 9781450381314
Publisher: ACM
DOI: 10.1145/3417310.3431398

Toward a Blockchain-based Platform to Manage Cybersecurity Certification of IoT devices

Author(s): Ricardo Neisse, Jose L. Hernandez-Ramos, Sara N. Matheu, Gianmarco Baldini, Antonio Skarmeta
Published in: 2019 IEEE Conference on Standards for Communications and Networking (CSCN), 2019, Page(s) 1-6, ISBN 978-1-7281-0864-3
Publisher: IEEE
DOI: 10.1109/cscn.2019.8931384

Domain Agnostic Quality of Information Metrics in IoT-Based Smart Environments

Author(s): Aurora González-Vidal, Tomás Alcañiz, Thorben Iggena, Eushay Bin Ilyas, Antonio F. Skarmeta
Published in: Volume 28: Intelligent Environments 2020, 2020, Page(s) 343 - 352, ISBN 978-1-64368-091-0
Publisher: IOS Press
DOI: 10.3233/aise200059

IoT European Security and Privacy Projects: Integration, Architectures and Interoperability

Author(s): Antonio F. Skarmeta, Jose Santa, Michail J. Beliatis, Mirko A. Presser, Josiane X. Parreira, Juan A. Martınez, Payam Barnaghi, Shirin Enshaeifar, Thorben Iggena, Marten Fischer, Ralf Tonjes, Martin Strohbach
Published in: Next Generation Internet of Things, Issue Chapter 7, 2018
Publisher: River Publishers

Searching for Internet-of-Things Resources: Requirements and Outlook

Author(s): Yulei Wu, Haojun Huang, Cheng-Xiang Wang, Yi Pan, Yasmin Fathy
Published in: 5G-Enabled Internet of Things, Issue Chapter 15, 2019, Page(s) 325-337, ISBN 9780-429199820
Publisher: CRC Press
DOI: 10.1201/9780429199820-15

Security Risk Management for the Internet of Things: Technologies and Techniques for IoT Security, Privacy and Data Protection

Author(s): Sara N. Matheu | Antonio F. Skarmeta
Published in: Security Risk Management for the Internet of Things: Technologies and Techniques for IoT Security, Privacy and Data Protection, Issue 30 Jun 2020, 2020, Page(s) Pages 178-195, ISBN 978-1-68083-683-7
Publisher: INTRASOFT International S.A.
DOI: 10.1561/9781680836837

Lagrangian Multipliers for Pattern Creation and Change Detection in Time series Data

Author(s): Roonak Rezvani, Payam Barnaghi, Shirin Enshaeifar
Published in: IEEE TKDE journal, 2018
Publisher: IEEE Communication Society

GDPR-inspired IoT Ontology enabling Semantic Interoperability, Federation of Deployments and Privacy-Preserving Applications

Author(s): Agarwal, Rachit; Elsaleh, Tarek; Tragos, Elias
Published in: Issue 1, 2020
Publisher: arXiv

Continual learning using multi-view task conditional neural networks

Author(s): Li, Honglin; Barnaghi, Payam; Enshaeifar, Shirin; Ganz, Frieder
Published in: Issue 1, 2020
Publisher: arXiv

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