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06/29/2022
Extreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices
Modern search systems use several large ranker models with transformer a...
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07/28/2021
Secure Bayesian Federated Analytics for Privacy-Preserving Trend Detection
Federated analytics has many applications in edge computing, its use can...
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09/20/2020
Two and Three-Party Digital Goods Auctions: Scalable Privacy Analysis
A digital goods auction is a type of auction where potential buyers bid ...
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06/05/2019
Owner-centric sharing of physical resources, data, and data-driven insights in digital ecosystems
We are living in an age in which digitization will connect more and more...
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03/11/2019
A reference architecture for integrating the Industrial Internet of Things in the Industry 4.0
This paper presents a new reference architecture model for the integrati...
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01/03/2019
Scalable Information-Flow Analysis of Secure Three-Party Affine Computations
Elaborate protocols in Secure Multi-party Computation enable several par...
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09/14/2018
Future developments in cyber risk assessment for the internet of things
This article is focused on the economic impact assessment of Internet of...
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03/20/2018
Ontology-Based Reasoning about the Trustworthiness of Cyber-Physical Systems
It has been challenging for the technical and regulatory communities to ...
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03/01/2018
Optimal Accuracy-Privacy Trade-Off for Secure Multi-Party Computations
The purpose of Secure Multi-Party Computation is to enable protocol part...
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05/15/2017
Constrained Bayesian Networks: Theory, Optimization, and Applications
We develop the theory and practice of an approach to modelling and proba...
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02/04/2017