Carbyne Stack Ecosystem¶
Robert Bosch GmbH started the Carbyne Stack open source project in September 2021 by contributing an internally developed code base, and now maintains the project and contributes regularly. Carbyne Stack is used by Bosch to conduct proof-of-concepts in multiple domains with various partners.
The Centre of Data for Public Good (CDPG) focuses on leveraging data to address societal challenges. It serves as a hub for multidisciplinary research, bringing together experts from academia, industry, and government to harness the power of data to enhance public services and drive equitable growth. With a focus on ethical data use, privacy, and responsible AI, the centre aims to develop solutions that positively impact areas such as smart cities, agriculture, logistics, geospatial, environmental sustainability, and so on.
The Honda Research Institute Europe (HRI-EU) researches future technologies advancing cooperative intelligent systems that will shape our future in many ways, ranging from autonomous and accident-free driving to personal robots and from smart design and manufacturing to the privacy-preserving use of data. The privacy of users and customers is one of HRI's essential goals, and they aim to live up to the trust of their customers. HRI-EU contributes together with academic and innovative partners to Carbyne Stack to implement this vision.
Resolve is revolutionizing how data is applied in the advertising ecosystem through Federated learning and Secure Multi-Party Computation (SMPC). Resolve's approach leverages decentralized data processing and federated learning, ensuring partners retain full control over their data while benefiting from advanced insights and collaborative learning. Resolve utilizes Carbyne Stack and SMPC as components to succeed with scalable private analytics for secure aggregation in Federated Learning for the digital advertisement ecosystem. Through their contributions, Resolve aims to enable a privacy-safe ecosystem for digital advertising driven by cooperation, transparency, and innovation.
From quantum technologies and blockchain, to cryptofinance and beyond, SAP is continuously exploring new ideas, business models and pioneering technologies to shape the next generation of enterprise software, deliver real-world innovation, and enable sustainability. SAP Security Research is using Carbyne Stack in the Glaciation EU Horizon Europe publicly funded project and additionally explores the potential of secure multi-party computation for various use cases, that are currently limited by security and privacy concerns. SAP contributes to Carbyne Stack in the areas of usability and operations.
University of Technology Sydney, Bosch, and Food Agility CRC have joined forces to work on the publicly funded project Collaborative privacy-preserving Digital Agriculture. One research track is focussing on Federated Learning with MPC-based hardware-accelerated secure aggregation. The research results will eventually be implemented by a UTS engineering team based on Carbyne Stack.