CORDIS Project
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The TRUMPET project focuses on enhancing privacy in Federated Learning by developing advanced methods and a scalable platform. It aims to facilitate AI research across diverse European cancer datasets while ensuring patient privacy, exceeding GDPR standards.
In recent years, Federated Learning (FL) has emerged as a revolutionary privacy-enhancing technology and, consequently, has quickly expanded to other applications.
However, further research has cast a shadow of doubt on the strength of privacy protection provided by FL.
Potential vulnerabilities and threats pointed out by researchers included a curious aggregator threat; susceptibility to man-in-the-middle and insider attacks that disrupt the convergence of global and local models or cause conve…
FUNDACION CENTRO TECNOLOXICO DE TELECOMUNICACIONS DE GALICIA
Partner organizations (coordinator is shown above), with normalized type and CORDIS activity type. Guests see up to 4 partners.
Israel, Tel Aviv
Type: SME
Activity type: Private for-profit entities (excluding Higher or Secondary Education Establishments)
SME: Yes
Spain, Vigo Pontevedra
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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