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IoTCrawler

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

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
DOI: 10.1016/j.jnca.2020.102871

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
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
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
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
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
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
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
DOI: 10.1109/jiot.2020.2987979

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
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
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
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
DOI: 10.1155/2018/7868796

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
DOI: 10.3390/s20040953

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
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
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
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
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
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
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
DOI: 10.1109/giots49054.2020.9119629

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
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
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
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

Lagrangian-based Clustering Algorithm for IoT Data streams

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

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
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

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
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

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

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

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

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
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

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
DOI: 10.1109/cscn.2019.8931384

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

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

Continual learning using multi-view task conditional neural networks

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

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

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
DOI: 10.1201/9780429199820-15