Highlights•Summary of advances in privacy-preserving techniques for decentralized ML in
drug discovery.•Overview of privacy preservation for decentralized ML applications in drug …

Phishing attacks have recently become a real danger that threatens the security of sensitive
data. This research paper presents a new approach based on Secure Multi-Party …

The growing interest in data-driven medicine, in conjunction with the formation of initiatives
such as the European Health Data Space (EHDS) has demonstrated the need for …

In multicentric studies, data sharing between institutions might negatively impact patient
privacy or data security. An alternative is federated analysis by secure multiparty …

Privacy-preserving computation (PPC) enables encrypted computation of private data. While
advantageous in theory, the complex technology has steep barriers to entry in practice …

Versorgungsdaten stellen eine wichtige Ressource in der angewandten medizinischen
Forschung dar. Sie liegen multizentrisch vor. Es bleibt jedoch eine Herausforderung …

Open Science involves the sharing of knowledge and data as well as the exchange of
research results. This is particularly important in the biomedical field, as it can foster …

As blockchain technology continues to evolve, the pursuit of privacy has become a
significant challenge. Although the transparency and immutability of blockchain are …

Abstract Purpose Adopting Privacy Enhancing Technologies (PETs) is key to accelerating
digitisation of the healthcare sector while simultaneously upholding data protection rights …

Medical data donation 1 is a voluntary act where individuals share their health-related
information with researchers to support scientific research, medical advancements, and …