Publications

Analysis: Distributed Machine Learning: Improved data protection for AI applications?

Improved data protection for AI applications KI Kompakt – Publication series of the platform “Lernende Systeme”. Artificial Intelligence (AI) supports people in medicine, mobility, and everyday work. The basis for AI systems is training with data – often also personal information. The method of distributed machine learning can improve data protection in the development of… Read more »

Publications

Study: Strategies for building Gaia-X ecosystems with the help of Gaia-X federation services

In dialogue with the Gaia-X funding projects. The GXFS study “Strategies for building Gaia-X ecosystems with the help of Gaia-X federation services – In dialogue with the Gaia-X funding projects” investigates how GXFS helps with the commissioning of Gaia-X federations and which challenges users identify. The study surveyed 11 projects from the Gaia-X funding competition… Read more »

Publications

Roadmap TAILOR: Strategic Research & Innovation Roadmap of Trustworthy AI

The Scientific Foundations of Trustworthy AI in Europe for the Years 2022-2030. TAILOR is a European network developing the scientific foundations for realising the European vision of human-centred Trustworthy AI. One of our most important tools is the TAILOR Strategic Research and Innovation Roadmap. It is our ambition that the roadmap will identify major scientific… Read more »

Publications

VCIO based description of systems for AI trustworthiness characterisation

VDE SPEC 90012 V1.0 (en) This VDE SPEC provides a way to describe certain socio–technical characteristics of systems and applications that incorporate artificial intelligence techniques and methods. The scope of application refers to products for which a particularly demanding level of trust is desired or required. By applying the VCIO model explained in this standard,… Read more »

Publications

SSI Whitepaper: Gaia-X secure and trustworthy ecosystems with Self Sovereign Identity

As part of the Gaia-X Federation Services project, a new whitepaper has been published. The whitepaper highlights the important role of the concept of Self-Sovereign Identity (SSI) in the Gaia-X ecosystem. The concept of self-determined, digital identity ensures a secure and trustworthy digitalization in the decentralized Gaia-X ecosystem. Verification of participants’ information is not handled… Read more »

Publications

Report: Digital Identity: Leveraging the SSI Concept to Build Trust

Study of The European Union Agency for Cybersecurity (ENISA). The present study critically assesses the current literature and reports on the current technological landscape of SSI and existing eID solutions, as well as the standards, communities, and pilot projects that are presently developing in support of these solutions. This study takes a wide view of… Read more »

Publications

Gaia-X: Vision and Strategy

Everything you need to know about Gaia-X. The Gaia-X Association publishes its comprehensive vision and strategy document at the end of 2021, written by CEO Francesco Bonfiglio. The publication is another important step towards fulfilling Gaia-X’s promise to advocate for a fair and competitive data ecosystem in Europe. The document provides a comprehensive overview of… Read more »

Publications

Guideline for Designing Trustworthy Artificial Intelligence

Guideline for Designing Trustworthy Artificial Intelligence: AI test catalog. The AI test catalog by Fraunhofer IAIS is an important milestone on the path to independent AI testing. It describes on over 160 pages how AI applications can be systematically evaluated for risks, formulates suggestions for test criteria to measure the quality of the systems, and proposes… Read more »

Publications

White Paper: Towards Auditable AI Systems

Towards Auditable AI Systems: Current status and future directions. Based on the workshop “Auditing AI-Systems: From Basics to Applications”, October 6th 2020, Fraunhofer Forum, Berlin. This whitepaper first summarizes the opportunities and challenges of AI systems and then goes on to present the state of the art of AI system auditability with a focus on the aspects… Read more »

Publications

Whitepaper: Trustworthy Use of Artificial Intelligence

Fields of action from philosophical, ethical, legal, and technological perspectives as a basis for the certification of artificial intelligence. The team of the Universities of Bonn and Cologne as well as Fraunhofer IAIS presents its interdisciplinary approach in a white paper for the certification of AI applications and explains the fields of action from philosophical,… Read more »

Initiatives

DFKI

AI for Humanity. The DFKI (German Research Center for Artificial Intelligence) conducts research on “AI for Humanity” with a focus on societal relevance and scientific excellence in key future-oriented research and application areas of AI. We are convinced that AI techniques can help address major societal challenges such as human-induced climate change, social injustices, and… Read more »

Initiatives

Gaia-X

With the European initiative “Gaia-X,” Europe strengthens its sovereignty in handling data. “Gaia-X” is a joint European project that brings together individuals from different industries, scientific disciplines, administrations, and politics to work towards a common goal. Gaia-X aims to develop the foundation for the next generation of data infrastructure: an open, transparent, and secure digital… Read more »

Initiatives

TÜV AI Lab

The TÜV companies have established the TÜV AI Lab, a development laboratory for artificial intelligence. Artificial intelligence (AI) is increasingly finding its way into all areas of society. With the AI Lab, the TÜV Association has taken on the task of identifying the technical and regulatory requirements associated with artificial intelligence and guiding the development… Read more »

Initiatives

VDE

VDE – For a future worth living. For over 125 years, VDE, one of Europe’s largest technology associations, has stood for innovation and technical progress. VDE is the only organization in the world that combines science, standardization, testing, certification and application consulting under one roof. For 100 years, the VDE mark has been synonymous with… Read more »

Initiatives

TAILOR – A Network for Trustworthy Artificial Intelligence

Developing the scientific foundations for Trustworthy AI. TAILOR is an EU project with the aim build the capacity to provide the scientific foundations for Trustworthy AI in Europe. TAILOR develops a network of research excellence centres, leveraging and combining learning, optimisation, and reasoning. These systems are meant to provide descriptive, predictive, and prescriptive systems integrating… Read more »

Initiatives

Fraunhofer-Society

#WeKnowHow. The Fraunhofer Society, based in Germany, is the world’s leading organization for applied research. With its focus on future-relevant key technologies and the utilization of results in business and industry, it plays a central role in the innovation process. As a guide and catalyst for innovative developments and scientific excellence, it contributes to shaping… Read more »

Initiatives

Platform Lernende Systeme

The “Lernende Systeme” platform is an expert network focused on Artificial Intelligence (AI). Its objective is to foster interdisciplinary exchange and societal dialogue on AI as an independent broker. With nearly 200 members from academia, industry, and society, the platform develops positions on the opportunities and challenges of AI through working groups and identifies actionable… Read more »