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RAIS: Real-time Analytics for the Internet of Sports

Deliverables

Workshop I “ Open Data Science”

"Workshop for the members of the project as well as public, organised by AUTH with a tentative title ""Open Data Science""."

Web site and advertising vacancies

The project website to disseminate calls and vacancies as well as publish updates on the project's progress and corresponding activities and research.

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Publications

Do You Know Who Is Talking to Your Wearable Smartband?

Author(s): Andrei Kazlouski, Thomas Marchioro, Harry Manifavas, Evangelos Markatos
Published in: Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators – Proceedings of the EFMI 2020 Special Topic Conference, 2020, ISBN 9781643681443
Publisher: IOS Press
DOI: 10.3233/shti200711

WeMoD: A Machine Learning Approach for Wearable and Mobile Physical Activity Prediction

Author(s): Dimitrios Vasdekis; Sofia Yfantidou; Stefanos Efstathiou; Athena Vakali
Published in: Percom Workshop on Human-Centered Computational Sensing 2022, 2022, Page(s) https://sites.google.com/view/hccs2022/
Publisher: IEEE
DOI: 10.5281/zenodo.5839727

I still See You! Inferring Fitness Data from Encrypted Traffic of Wearables

Author(s): Andrei Kazlouski, Thomas Marchioro, Harry Manifavas, Evangelos Markatos
Published in: Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021, Page(s) 369-376, ISBN 978-989-758-490-9
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0010233103690376

A Risk Assessment Mechanism for Android Apps

Author(s): Ha Xuan Son, Barbara Carminati, Elena Ferrari
Published in: 5th IEEE International Conference on Smart Internet of Things (SmartIoT), 2021, Page(s) 237-244
Publisher: IEEE
DOI: 10.1109/smartiot52359.2021.00044

Confidence-Calibrated Human Activity Recognition

Author(s): Debaditya Roy, Sarunas Girdzijauskas, Serghei Socolovschi
Published in: 2021
Publisher: Sensors 2021
DOI: 10.3390/s21196566

Adapting Users' Privacy Preferences in Smart Environments

Author(s): Md. Zulfikar Alom, Barbara Carminati, Elena Ferrari
Published in: 2019 IEEE International Congress on Internet of Things (ICIOT), 2019, Page(s) 165-172, ISBN 978-1-7281-2714-9
Publisher: IEEE
DOI: 10.1109/iciot.2019.00036

WearMerge: An Interoperable Framework for Self-tracking Data Integration and Standardization

Author(s): Dimitrios Panteleimon Giakatos; Sofia Yfantidou; Stefanos Efstathiou; Athena Vakali
Published in: PerCom Demos 2022, 2022, Page(s) https://www.percom.org/call-for-demo-papers/
Publisher: IEEE
DOI: 10.5281/zenodo.5839686

PDS2: A user-centered decentralized marketplace for privacy preserving data processing

Author(s): Giaretta, Lodovico; Savvidis, Ioannis; Marchioro, Thomas; Girdzijauskas, Sarunas; Pallis, George; Dikaiakos, Marios D.; Markatos, Evangelos
Published in: The Third International Workshop on Blockchain and Data Management (BlockDM 2021), 2021
Publisher: BlockDM 2021
DOI: 10.5281/zenodo.4650251

Helping Users Managing Context-Based Privacy Preferences

Author(s): Md. Zulfikar Alom, Barbara Carminati, Elena Ferrari
Published in: 2019 IEEE International Conference on Services Computing (SCC), 2019, Page(s) 100-107, ISBN 978-1-7281-2720-0
Publisher: IEEE
DOI: 10.1109/scc.2019.00027

Decentralized Word2Vec Using Gossip Learning

Author(s): Alkathiri, Abdul Aziz; Giaretta, Lodovico; Girdzijauskas, Sarunas; Sahlgren, Magnus
Published in: the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021), 2021
Publisher: NoDaLiDa 2021
DOI: 10.5281/zenodo.4679361

User Identification from Time Series of Fitness Data

Author(s): Thomas Marchioro, Andrei Kazlouski, Evangelos Markatos
Published in: 2021
Publisher: SECRYPT 2021
DOI: 10.5220/0010585008060811

Gossip Learning: Off the Beaten Path

Author(s): Lodovico Giaretta, Sarunas Girdzijauskas
Published in: 2019 IEEE International Conference on Big Data (Big Data), 2019, Page(s) 1117-1124, ISBN 978-1-7281-0858-2
Publisher: IEEE
DOI: 10.1109/BigData47090.2019.9006216

Confidential Discovery of IoT devices through Blockchain

Author(s): Christian Rondanini, Barbara Carminati, Elena Ferrari
Published in: 2019 IEEE International Congress on Internet of Things (ICIOT), 2019
Publisher: .
DOI: 10.1109/iciot.2019.00014

Do partner apps offer the same level of privacy protection? The case of wearable applications

Author(s): Andrei Kazlouski, Thomas Marchioro, Harry Manifavas, Evangelos Markatos
Published in: 7th Workshop on Sensing Systems and Applications using Wrist Worn Smart Devices, 2021
Publisher: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431018

LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks

Author(s): Giaretta, Lodovico, Lekssays, Ahmed, Carminati, Barbara, Ferrari, Elena, Girdzijauskas, Sarunas
Published in: 26th European Symposium on Research in Computer Security (ESORICS), 2021, Page(s) 605-625, ISBN 978-3-030-88417-8
Publisher: Springer
DOI: 10.1007/978-3-030-88418-5_29

Mammoth - Monitoring the ABAC Monitor of MQTT-based Internet of Things ecosystems

Author(s): Pietro Colombo, Elena Ferrari, Samuele Salvia
Published in: Proceedings of the 25th ACM Symposium on Access Control Models and Technologies, 2020, Page(s) 221-222, ISBN 9781450375689
Publisher: ACM
DOI: 10.1145/3381991.3396226

Blockchain-based Privacy Enforcement in the IoT domain

Author(s): Federico Daidone, Barbara Carminati, Elena Ferrari
Published in: IEEE Transactions on Dependable and Secure Computing, 2021, ISSN 1545-5971
Publisher: IEEE Computer Society
DOI: 10.1109/tdsc.2021.3110181

Domain expertise–agnostic feature selection for the analysis of breast cancer data*

Author(s): Susanna Pozzoli, Amira Soliman, Leila Bahri, Rui Mamede Branca, Sarunas Girdzijauskas, Marco Brambilla
Published in: Artificial Intelligence in Medicine, 108, 2020, Page(s) 101928, ISSN 0933-3657
Publisher: Elsevier BV
DOI: 10.1016/j.artmed.2020.101928

PAutoBotCatcher: A blockchain-based privacy-preserving botnet detector for Internet of Things

Author(s): Ahmed Lekssays, Luca Landa, Barbara Carminati, Elena Ferrari
Published in: Computer Networks, December 2021, 2021, ISSN 1389-1286
Publisher: Elsevier BV
DOI: 10.1016/j.comnet.2021.108512

Evaluating the effects of access control policies within NoSQL systems

Author(s): Pietro Colombo, Elena Ferrari
Published in: Future Generation Computer Systems, 114, 2021, Page(s) 491-505, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/j.future.2020.08.026

Regulating data sharing across MQTT environments

Author(s): Pietro Colombo, Elena Ferrari, Engin Deniz Tümer
Published in: Journal of Network and Computer Applications, 174, 2021, Page(s) 102907, ISSN 1084-8045
Publisher: Academic Press
DOI: 10.1016/j.jnca.2020.102907

Self-Tracking Technology for mHealth: A Systematic Review and the PAST SELF Framework

Author(s): Yfantidou, Sofia; Sermpezis, Pavlos; Vakali, Athena
Published in: 1, 2021
Publisher: arXiv

Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning

Author(s): Garcia Bernal, Daniel; Giaretta, Lodovico; Girdzijauskas, Sarunas; Sahlgren, Magnus
Published in: 2, 2021
Publisher: arxiv
DOI: 10.5281/zenodo.4704841