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
Based on task 41 this deliverable provides a framework for determining key processes and people to enable holistic technology development within this project with emphasis on the social legal and technical limitations and gender and diversity considerations
Kick-off Meeting Report (opens in new window)A summary of kickmeeting of SPATIALT71
Requirements Analysis for AI towards Addressing Security Risks and Threats to System and Network Architectures (opens in new window)This deliverable is based on outcomes of Task 11 as well as Task 15 and will incorporate an initial yet extensive requirements analysis that facilitates AI enabled and secure system architectures
Impact Assessment and Exploitation Interim Report (opens in new window)Report of indicators measures and elements designed and released in SPATIAL Impact Master Plan through the first period of the project T63 and T64
Collated internal advice on SPATIAL project (opens in new window)Final report covering end results(T7.4)
Final Requirements Analysis for AI towards Addressing Security Risks and Threats to System and Network Architectures (opens in new window)This deliverable is based on outcomes of Task 11 as well as Task 15 and will incorporate the final indepth requirements analysis that enables AI enabled and secure system architectures
An explanatory platform that accounts AI systems based on its quantified quality (opens in new window)This deliverable is based on the outcome of Task 35 which will also contribute to WP4 and WP5 It describes a novel mechanism to leverage Trusted Execution Environments towards making AI accountable This novel mechanism is also scalable with a massive amount of data under strict timing constraints for AI applications
Initial technology transfer and recommendations derived from each pilot (opens in new window)Tasks involved T51T54 Deliverable will record initial status of all the pilots from the first round completed lessons learned from the integration and experiments performed and provide initial technology transfer and recommendations to AI component design partners from WP1 WP2 and WP3 Also demonstrators will be provided per usecase video live demo executable etc
Automated diagnosis and mechanisms for tuning AI-based systems and Trusted Execution Environments for accountable and resilient AI (opens in new window)This deliverable is based on the outcome of Task 35 which will also contribute to WP4 and WP5 It describes a novel mechanism to leverage Trusted Execution Environments towards making AI accountable This novel mechanism is also scalable with a massive amount of data under strict timing constraints for AI applications
Final technology transfer and recommendations derived from each pilot (opens in new window)Tasks involved: T5.1-T5.4. Deliverable will describe last improvements and validations made in the pilots and will include the final version of the components (depends on type: open source, executables, commercial) and demonstrators to show how the components are used per use case (via video, live demo, etc.). It will analyse the effective usability (i.e., KPIs) of the SPATIAL results in the pilots, and provide recommendations and identify future developments for the industrialisation of SPATIAL's results that will serve to define the exploitation plans in D6.5.
Quality Assurance Plan (opens in new window)Composition of quality T73
Process to Integrate Accountability and Resilience Features into AI Algorithms (opens in new window)This deliverable is based on the outcome of Task 23 It describes a general process proposed to make existing AI algorithms accountable and resilient The metrics proposed in the deliverable 22 will be used to evaluate the performance of this process
Detection mechanisms to identify data biases and exploratory studies about different data quality trade-offs for AI-based systems (opens in new window)This deliverable is based on the outcomes of Task 31 and Task 32 It presents an analysis of different AI model behaviors that are obtained when machine learning is trained over distributed and federated infrastructure
Project Management Plan (opens in new window)General management framework for SPATIALT72
Dissemination and Communication Final Report (opens in new window)Report of indicators, measures and elements designed and released to run the dissemination and communication plans through the second period of the project (T6.1 and T6.2).
Security Threats modelling for AI based System Architectures (opens in new window)This deliverable is based on outcomes of Tasks 11 and 12 and will incorporate the results of analysis to identify potential threats to AI based systems and to derive security requirements for countering the identified threats
Performance evaluation in controlled environments and guidelines to build the pilot studies in real testbeds (opens in new window)This deliverable is based on outcomes of Task 3.6 and will incorporate the performance evaluation of the envisioned platform in different use cases and environments.
Field research analysis report and integration action plan (opens in new window)A publicly available open access and peerreviewed scientific research article which will serve to define process development practices based on tasks 41 and 42
Research Data Management Plan (opens in new window)Summary of open access and data management procedure in SPATIALT71
Impact Assessment and Exploitation Final Report (opens in new window)Report of indicators, measures and elements designed and released in SPATIAL Impact Master Plan through the first period of the project (T6.3 and T6.4).
Initial description of the use-cases, design, testbed, experimentation for all the pilots (opens in new window)Tasks involved T51T54 Deliverable will set the scene for all the pilots experimental environments including description of the use cases testbed and data used for each and design of experiments per usecase
Education module full launch (opens in new window)This deliverable is based on task 4.5, consisting of an educational module focusing on socio-technical skills and ethical socio-legal awareness for current and future AI engineers and developers to ensure the development of accountable security solutions.
Design Principles for Accountable and Resilient AI Architectures (opens in new window)This deliverable is based on outcomes of Task 1.1, Task 1.3 as well as Task 1.5 and will incorporate derived design principles for accountable and resilient AI Architectures based on the conducted requirements analyses and non-functional aspects
Sociotechnical, regulatory and ethical implications and integration guidelines report (opens in new window)This deliverable emerges from tasks 4.3 and 4.4. This report will incorporate information on how SPATIAL development of explainability, transparency and overall “algorithm traceability” can mitigate some of the regulatory and ethical issues and ensure greater transparency. It will include guidelines for the use of SPATIAL techniques and tools as well as best practices.
Robust Accountability Metrics for AI Algorithms (opens in new window)This deliverable will provide metrics from T22 to assess 1 quality and usefulness of explanation of AI models 2 tradeoff between AI model utility of and privacy of usersdataowners 3 resilience of models built to ML attacks
Dissemination & communication interim report (opens in new window)Report of indicators measures and elements designed and released to run the dissemination and communication plans through the first period of the project T61 and T62
Existing AI Algorithms and their Accountability and Resilience Features within the Context of Applications to IoT, 5G, and Cybersecurity (opens in new window)This deliverable is based on outcomes of Task 21 and will incorporate an analysis of existing AI algorithms and their characteristics related to accountability as well as resilience in the context of applications to IoT 5G and cyber security
SPATIAL Impact Master Plan (opens in new window)Master plan for the dissemination communication and exploitation strategies T62 T63 designed for the project The plan will also provide an overview of the stakeholder base to target T61 as well as a standardization landscape as the basis for further standardization activities in the project T64
Publications
Author(s):
Diego Perino
,
Kleomenis Katevas
,
Andra Lutu
,
Eduard Marin
,
Nicolas Kourtellis
Published in:
Communications of the ACM Volume 65 Issue 4April 2022, 2022, ISSN 0001-0782
Publisher:
Association for Computing Machinary, Inc.
DOI:
10.1145/3512343
Author(s):
Ella Peltonen; Ijaz Ahmad; Atakan Aral; Michele Capobianco; Aaron Yi Ding; Felipe Gil-Castiñeira; Ekaterina Gilman; Erkki Harjula; Marko Jurmu; Teemu Karvonen; Markus Kelanti; Teemu Leppänen; Lauri Lovén; Tommi Mikkonen; Nitinder Mohan; Petteri Nurmi; Susanna Pirttikangas; Paweł Sroka;
Sasu Tarkoma; Tingting Yang
Published in:
IEEE Access ( Volume: 10), 2022, ISSN 2169-3536
Publisher:
Institute of Electrical and Electronics Engineers Inc.
DOI:
10.1109/access.2022.3210584
Author(s):
Chamara Sandeepa, Bartlomiej Siniarski, Nicolas Kourtellis, Shen Wang, Madhusanka Liyanage
Published in:
ACM Computing Surveys, Issue 56, 2024, Page(s) 1-37, ISSN 0360-0300
Publisher:
Association for Computing Machinary, Inc.
DOI:
10.1145/3662179
Author(s):
Ottun, Abdul-Rasheed, Pramod C. Mane, Zhigang Yin, Souvik Paul, Mohan Liyanage, Jason Pridmore, Aaron Yi Ding, Rajesh Sharma, Petteri Nurmi, and Huber Flores
Published in:
IEEE Internet Computing Magazine, 2022, ISSN 1089-7801
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/mic.2022.3219263
Author(s):
Huber Flores
Published in:
IEEE Internet of Things Magazine, Issue 7, 2024, Page(s) 94-100, ISSN 2576-3180
Publisher:
IEEE Internet of Things Magazine, vol. 7, no. 2, pp. 94-100
DOI:
10.1109/iotm.001.2300169
Author(s):
Chamara Sandeepa, Bartlomiej Siniarski, Nicolas Kourtellis, Shen Wang, Madhusanka Liyanage
Published in:
Journal of Industrial Information Integration, 2022, ISSN 2452-414X
Publisher:
ELSEVIER
DOI:
10.1016/j.jii.2022.100405
Author(s):
Sam Comber, Souneil Park , Daniel Arribas-Bel
Published in:
Cities Volume 127, August 2022, 103733, 2022, ISSN 0264-2751
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.cities.2022.103733
Author(s):
Dewant Katare, Diego Perino, Jari Nurmi, Martijn Warnier, Marijn Janssen, Aaron Yi Ding
Published in:
IEEE Communications Surveys & Tutorials, Issue 25, 2024, Page(s) 2714-2754, ISSN 1553-877X
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/comst.2023.3302474
Author(s):
Wiebke (Toussaint) Hutiri, Aaron Yi Ding, Fahim Kawsar, Akhil Mathur
Published in:
ACM Transactions on Software Engineering and Methodology, Issue 32, 2023, Page(s) 1-37, ISSN 1049-331X
Publisher:
Association for Computing Machinary, Inc.
DOI:
10.1145/3591867
Author(s):
Aaron Yi Ding
,
Ella Peltonen
,
Tobias Meuser
,
Atakan Aral
,
Christian Becker
,
Schahram Dustdar
,
Thomas Hiessl
,
Dieter Kranzlmüller
,
Madhusanka Liyanage
,
Setareh Maghsudi
,
Nitinder Mohan
,
Jörg Ott
,
Jan S. Rellermeyer
,
Stefan Schulte
,
Henning Schulzrinne
,
Gürkan Solmaz
,
Sasu Tarkoma
,
Blesson Varghese
,
Lars Wolf
Published in:
ACM SIGCOMM Computer Communication Review, Issue Vol. 52, No. 1, 2022, ISSN 0146-4833
Publisher:
Association for Computing Machinery
DOI:
10.1145/3523230.3523235
Author(s):
Huber Flores
Published in:
Computer, Issue 57, 2024, Page(s) 55-64, ISSN 0018-9162
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/mc.2024.3394056
Author(s):
OOMEN, Tessa; GONÇALVES, João; MOLS, Anouk.
Published in:
International Journal of Communication, 2024, ISSN 1932-8036
Publisher:
USC Annenberg School for Communication & Journalism
DOI:
10.5281/zenodo.10986943
Author(s):
Aaron Yi Ding; Marijn Janssen; Jon Crowcroft
Published in:
2021 Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA), 2022
Publisher:
IEEE
DOI:
10.1109/tpsisa52974.2021.00019
Author(s):
Helene Knof, Prachi Bagave, Michell Boerger, Nikolay Tcholtchev, Aaron Yi Ding
Published in:
Proceedings of the International Conference on the Internet of Things, Issue 22, 2024, Page(s) 50-57
Publisher:
ACM
DOI:
10.1145/3627050.3627057
Author(s):
Emmanouil Papadogiannakis, Panagiotis Papadopoulos, Evangelos P. Markatos, Nicolas Kourtellis
Published in:
Proceedings of the ACM Web Conference 2023, 2023, Page(s) 2765-2776
Publisher:
ACM
DOI:
10.1145/3543507.3583443
Author(s):
Wiebke Toussaint Hutiri
,
Aaron Yi Ding
Published in:
FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, 2022, ISBN 978-1-4503-9352-2
Publisher:
Association for Computing Machinery
DOI:
10.1145/3531146.3533089
Author(s):
Souneil Park
,
Pavol Mulinka
,
Diego Perino
Published in:
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS), 2022, ISBN 978-1-4503-9347-8
Publisher:
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies
DOI:
10.1145/3530190.3534809
Author(s):
Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider
Published in:
2022
Publisher:
31st USENIX Security Symposium, August 2022, Boston, MA, USA
DOI:
10.48550/arxiv.2101.02281
Author(s):
John Pegioudis, Emmanouil Papadogiannakis, Nicolas Kourtellis, Evangelos P. Markatos, Panagiotis Papadopoulos
Published in:
Proceedings of the 2023 ACM on Internet Measurement Conference, 2024, Page(s) 181-187
Publisher:
ACM
DOI:
10.1145/3618257.3624842
Author(s):
Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Ashfaq Hussain Ahmed, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Vinh Hoa La, Manh-Dung Nguyen, Claudio Soriente, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores
Published in:
2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS), 2024, Page(s) 1427-1430
Publisher:
IEEE
DOI:
10.1109/icdcs60910.2024.00138
Author(s):
Júlia Riera, David Solans, Marzieh Karimi-Haghighi, Carlos Castillo, Caterina Calsamiglia
Published in:
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, Issue 81, 2024, Page(s) 237-246
Publisher:
ACM
DOI:
10.1145/3594536.3595135
Author(s):
Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage
Published in:
2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2024, Page(s) 818-823
Publisher:
IEEE
DOI:
10.1109/eucnc/6gsummit60053.2024.10597060
Author(s):
Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Mika Ylianttila
Published in:
2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2022
Publisher:
IEEE
DOI:
10.1109/eucnc/6gsummit54941.2022.9815812
Author(s):
Chamara Sandeepa, Bartlomiej Siniarski, Shen Wang, Madhusanka Liyanage
Published in:
2024 IEEE Symposium on Security and Privacy (SP), Issue 34, 2024, Page(s) 4772-4790
Publisher:
IEEE
DOI:
10.1109/sp54263.2024.00271
Author(s):
Paschalis Bekos, Panagiotis Papadopoulos, Evangelos P. Markatos, Nicolas Kourtellis
Published in:
Proceedings of the ACM Web Conference 2023, 2024
Publisher:
ACM
DOI:
10.1145/3543507.3583311
Author(s):
Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding
Published in:
2022 IEEE 4th International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS-ISA), Issue 55, 2024, Page(s) 20-28
Publisher:
IEEE
DOI:
10.1109/tps-isa56441.2022.00013
Author(s):
Suwani Jayasinghe
Centre for Wireless Communications, University of Oulu, Finland
; Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Mika Ylianttila
Published in:
2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2022
Publisher:
ieee
DOI:
10.1109/eucnc/6gsummit54941.2022.9815754
Author(s):
Wiebke Toussaint Hutiri; Aaron Yi Ding
Published in:
2022 IEEE International Conference on Services Computing (SCC), 2022
Publisher:
IEEE
DOI:
10.1109/scc55611.2022.00043
Author(s):
Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Mohamad Ragab, Prachi Bagave, Marcus Westberg, Mehrdad Asadi, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes De Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanasković, Sasa Klopanovic, Nicolas Kourtellis,
Published in:
2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS), Issue 31, 2024, Page(s) 947-959
Publisher:
IEEE
DOI:
10.1109/icdcs60910.2024.00092
Author(s):
Abdul-Rasheed Ottun, Mehrdad Asadi, Michell Boerger, Nikolay Tcholtchev, João Gonçalves, Duşan Borovčanin, Bartlomiej Siniarsk, Huber Flores
Published in:
2023 IEEE International Conference on Big Data (BigData), Issue 64, 2024, Page(s) 3556-3565
Publisher:
IEEE
DOI:
10.1109/bigdata59044.2023.10386926
Author(s):
Pantelitsa Leonidou, Nicolas Kourtellis, Nikos Salamanos, Michael Sirivianos
Published in:
Companion Proceedings of the ACM Web Conference 2023, Issue 9, 2024, Page(s) 280-289
Publisher:
ACM
DOI:
10.1145/3543873.3587604
Author(s):
Wiebke Toussaint
,
Akhil Mathur
,
Aaron Yi Ding
,
Fahim Kawsar
Published in:
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, 2021, ISBN 978-1-4503-9097-2
Publisher:
Association for Computing Machinery
DOI:
10.1145/3485730.3493448
Author(s):
Hina Qayyum, Benjamin Zi Hao Zhao, Ian Wood, Muhammad Ikram, Nicolas Kourtellis, Mohamad Ali Kaafar
Published in:
Proceedings of the 15th ACM Web Science Conference 2023, 2024, Page(s) 292-303
Publisher:
ACM
DOI:
10.1145/3578503.3583619
Author(s):
Manh-Dung Nguyen, Anis Bouaziz, Valeria Valdes, Ana Rosa Cavalli, Wissam Mallouli, Edgardo Montes De Oca
Published in:
Proceedings of the 18th International Conference on Availability, Reliability and Security, Issue 201, 2024, Page(s) 1-7
Publisher:
ACM
DOI:
10.1145/3600160.3605052
Author(s):
Antonio Faonio, Dario Fiore, Luca Nizzardo & Claudio Soriente
Published in:
Lecture Notes in Computer Science, 2022, ISBN 978-3-030-95311-9
Publisher:
Springer, Cham
DOI:
10.1007/978-3-030-95312-6_23
Author(s):
Samira Briongos, Ghassan Karame, Claudio Soriente, Annika Wilde
Published in:
Annual Computer Security Applications Conference, Issue 2015, 2023, Page(s) 744-758
Publisher:
ACM
DOI:
10.1145/3627106.3627187
Author(s):
Helene Knof, Michell Boerger, Nikolay Tcholtchev
Published in:
Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024, Page(s) 169-190
Publisher:
Springer Nature Switzerland
DOI:
10.1007/978-3-031-63803-9_9
Author(s):
Aristodemos Paphitis, Nicolas Kourtellis, Michael Sirivianos
Published in:
Lecture Notes in Computer Science, Network and System Security, 2023, Page(s) 93-113
Publisher:
Springer Nature Switzerland
DOI:
10.1007/978-3-031-39828-5_6
Author(s):
Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Vinh-Hoa La, Shen Wang, Madhusanka Liyanage
Published in:
Communications in Computer and Information Science, Asia Pacific Advanced Network, 2024, Page(s) 125-138
Publisher:
Springer Nature Switzerland
DOI:
10.1007/978-3-031-51135-6_11
Author(s):
Aristodemos Paphitis, Nicolas Kourtellis, Michael Sirivianos
Published in:
Lecture Notes in Computer Science, Security and Privacy in Social Networks and Big Data, 2023, Page(s) 167-186
Publisher:
Springer Nature Singapore
DOI:
10.1007/978-981-99-5177-2_10
Author(s):
Manh-Dung Nguyen, Vinh-Hoa La, Wissam Mallouli, Ana Rosa Cavalli, Edgardo Montes de Oca
Published in:
CyberSecurity in a DevOps Environment, 2023, Page(s) 293-324
Publisher:
Springer Nature Switzerland
DOI:
10.1007/978-3-031-42212-6_10
Intellectual Property Rights
Application/Publication number:
MMT
2
Date:
2023-01-01
Applicant(s):
MONTIMAGE EURL
Application/Publication number:
MMT
1
Date:
2023-01-01
Applicant(s):
MONTIMAGE EURL
Searching for OpenAIRE data...
There was an error trying to search data from OpenAIRE
No results available