CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.
Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .
Livrables
Provides a consolidated analysis of recurrent AI/DL-safety problems and the definition of a set of DL-safety patterns based on the standards and ongoing initiatives studied in T2.1/T2.2, and tailored to the safe DL execution platform.
Case study stubbing and early assessment of case study porting (s’ouvre dans une nouvelle fenêtre)Reports the specifications and the necessary stubbing made in each case study and an assessment on the impact it might have on the behaviour of the application. It also covers a status report on case study porting
Communication and Dissemination Plan (s’ouvre dans une nouvelle fenêtre)Description of the communication and dissemination strategy, the activities to be undertaken to achieve this, and KPIs to monitor progress. Dissemination results will be reported in the periodic and final reports.
Initial communication and dissemination report (s’ouvre dans une nouvelle fenêtre)Communication, dissemination and knowledge transfer activities until month 12 including the open communities and development environments where SAFEXPLAIN results will be disseminated.
Requirements, Success Criteria and platforms (s’ouvre dans une nouvelle fenêtre)Report capturing the case study and FUSA standards requirements, the success criteria set for each milestone of the project, FUSA principles to consider in SAFEXPLAIN, and choices about the platform and the software stack
Exploitation Plan (s’ouvre dans une nouvelle fenêtre)Description of the exploitation strategy, the activities to be undertaken to achieve this, and KPIs to monitor progress. Exploitation results and an updated exploitation plan will be provided in the periodic and final reports.
Gender and Equality Committee Report (s’ouvre dans une nouvelle fenêtre)Document capturing the gender aspects during the project lifetime with the involvement of all partners. Updates to this report in m24 and m36
Interim Plattform Technologies Report (s’ouvre dans une nouvelle fenêtre)This report captures the advancements done in T4.1-T4.4 by MS2. It will provide an assessment of the degree of completion in each of these tasks, and baseline technology where to integrate the case studies.
Project management plan and quality guidelines (s’ouvre dans une nouvelle fenêtre)Document that defines the main project procedures (contractual framework, project governance, project monitoring, internal communication, etc.) as well as the standards and quality procedures to be used throughout the project. This handbook will also include a section on Gender Equality guidelines for monitoring and management measures and cohesion activities with the PPP on AI, Data and Robotics and the CSA HORIZON CL4-2021-HUMAN-01-02.
Specificability, explainability, traceability, and robustness proof-of-concept and argumentation (s’ouvre dans une nouvelle fenêtre)Reports on (i) proposed AI specifications in correspondence with D2.1, (ii) Trustworthy and explainable AI architecture for dependable DL components and (iii) online safety supervision architecture. Also, it reports early specificability, explainability, traceability, and robustness arguments and requirements
Interim report on DL components and libraries (s’ouvre dans une nouvelle fenêtre)Reports on the progress done on the implementation of the DL components and the usage of the framework to train the neural networks. It also covers the report on the low-level optimization libraries for the selected accelerators
Initial exploitation report (s’ouvre dans une nouvelle fenêtre)Updated analysis of the exploitation context, business opportunities and exploitable results identifications, based on the requirements gathered at year 1 (m12).
Safety lifecycle considerations (s’ouvre dans une nouvelle fenêtre)It establishes the initial selected safety techniques and restrictions to be addressed by WP3 and WP4 in: (i) DL-software specification, design and implementation (T2.1), and (ii) DL-software V&V (T2.2).
Publications
Auteurs:
Tagasovska, Natasa; Ozdemir, Firat; Brando Guillaumes, Axel
Publié dans:
Proceedings of Machine Learning Research, 2023, ISSN 2640-3498
Éditeur:
MLResearchPress
DOI:
10.48550/arxiv.2302.12606
Auteurs:
Jaume Abella; Jon Perez; Cristofer Englund; Bahram Zonooz; Gabriele Giordana; Carlo Donzella; Francisco J. Cazorla; Enrico Mezzetti; Isabel Serra; Axel Brando; Irune Agirre; Fernando Eizaguirre; Thanh Hai Bui; Elahe Arani; Fahad Sarfraz; Ajay Balasubramaniam; Ahmed Badar; Ilaria Bloise; Lorenzo Feruglio; Ilaria Cinelli; Davide Brighenti; Davide Cunial
Publié dans:
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, ISSN 1558-1101
Éditeur:
IEEE
DOI:
10.23919/date56975.2023.10137128
Auteurs:
Brando, Axel; Serra, Isabel; Mezzetti, Enrico; Cazorla Almeida, Francisco Javier; Abella Ferrer, Jaume
Publié dans:
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023, ISSN 1613-0073
Éditeur:
CEUR Workshop Proceedings
Auteurs:
Axel Brando; Isabel Serra; Enrico Mezzetti; Francisco J. Cazorla; Jon Perez-Cerrolaza; Jaume Abella
Publié dans:
Computer, 2023, ISSN 0018-9162
Éditeur:
IEEE
DOI:
10.1109/mc.2023.3236523
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