Strategic Research Agenda
Increasingly pervasive deployment of AI systems, often building upon machine learning,
have highlighted the urgency of enforcing the principles of Trustworthy AI to make these
systems work for the good of the people and society. Achieving this goal requires societal
and policy actions, but also research in technologies and social principles that enable
reaching these goals.
The European Union has tasked the ELSA consortium to build a network of excellence on research in secure and safe artificial intelligence (AI). ELSA is a virtual centre of excellence that builds upon the ELLIS network and spearheads efforts in foundational safe and secure AI methodology research addressing three major challenges: The development of robustness guarantees and certificates, privacy-preserving and robust collaborative learning, and the development of human control mechanisms for the ethical and secure use of AI with a focus on use cases health, autonomous driving, robotics, cybersecurity, media and document intelligence.
ELSA is taking a foundational and interdisciplinary approach to these challenges that are characterised and outlined by this Strategic Research Agenda.