It is not (only) about privacy: How multi-party computation redefines control, trust, and risk in data sharing
Firms are often reluctant to share data because of mistrust, concerns over control, and other
risks. Multi-party computation (MPC) is a new technique to compute meaningful insights …
risks. Multi-party computation (MPC) is a new technique to compute meaningful insights …
A comprehensive analysis of privacy protection techniques developed for COVID-19 pandemic
A Majeed, SO Hwang - IEEE Access, 2021 - ieeexplore.ieee.org
Since the emergence of coronavirus disease–2019 (COVID-19) outbreak, every country has
implemented digital solutions in the form of mobile applications, web-based frameworks …
implemented digital solutions in the form of mobile applications, web-based frameworks …
KRAKEN: a privacy-preserving data market for authentic data
Data marketplaces are online platforms that provide a way for individuals to monetize their
(personal) data. In traditional data marketplaces, the data is uploaded to the marketplace …
(personal) data. In traditional data marketplaces, the data is uploaded to the marketplace …
[HTML][HTML] The unresolved need for dependable guarantees on security, sovereignty, and trust in data ecosystems
Data ecosystems emerged as a new paradigm to facilitate the automated and massive
exchange of data from heterogeneous information sources between different stakeholders …
exchange of data from heterogeneous information sources between different stakeholders …
YOU SHALL NOT COMPUTE on my data: Access policies for privacy-preserving data marketplaces and an implementation for a distributed market using MPC
S More, L Alber - Proceedings of the 17th International Conference on …, 2022 - dl.acm.org
Personal data is an attractive source of insights for a diverse field of research and business.
While our data is highly valuable, it is often privacy-sensitive. Thus, regulations like the …
While our data is highly valuable, it is often privacy-sensitive. Thus, regulations like the …
Business model implications of privacy-preserving technologies in data marketplaces: The case of multi-party computation
W Agahari, R Dolci, GA de Reuver - 29th European Conference …, 2021 - research.tudelft.nl
Privacy-preserving technologies could allow data marketplaces to deliver technical
assurances to companies on data privacy and control. However, how such technologies …
assurances to companies on data privacy and control. However, how such technologies …
Secure key management for multi-party computation in mozaik
E Marquet, J Moeyersons, E Pohle… - 2023 IEEE European …, 2023 - ieeexplore.ieee.org
The immense growth of data from the proliferation of Internet of Things (IoT) devices
presents opportunities and challenges for privacy engineering. On the one hand, this data …
presents opportunities and challenges for privacy engineering. On the one hand, this data …
Beyond control over data: Conceptualizing data sovereignty from a social contract perspective
In the data economy, data sovereignty is often conceptualized as data providers' ability to
control their shared data. While control is essential, the current literature overlooks how this …
control their shared data. While control is essential, the current literature overlooks how this …
[PDF][PDF] KRAKEN: A Secure, Trusted, Regulatory-Compliant, and Privacy-Preserving Data Sharing Platform
S Gabrielli, S Krenn, D Pellegrino… - Data Spaces: Design …, 2022 - library.oapen.org
The KRAKEN project aims to enable the sharing, brokerage, and trading of personal data
including sensitive data (eg, educational and health records and wellbeing data from …
including sensitive data (eg, educational and health records and wellbeing data from …
A decentralized private data marketplace using blockchain and secure multi-party computation
Big data has proven to be a very useful tool for companies and users, but companies with
larger datasets have ended being more competitive than the others thanks to machine …
larger datasets have ended being more competitive than the others thanks to machine …