Search Results for author: Dinesh Verma

Found 5 papers, 0 papers with code

Driving Digital Engineering Integration and Interoperability Through Semantic Integration of Models with Ontologies

no code implementations8 Jun 2022 Daniel Dunbar, Thomas Hagedorn, Mark Blackburn, John Dzielski, Steven Hespelt, Benjamin Kruse, Dinesh Verma, Zhongyuan Yu

This evolution requires new techniques to enhance design and analysis tasks that incorporate data integration and interoperability across various engineering tool suites spanning multiple domains at different abstraction levels.

Data Integration

A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions

no code implementations5 Mar 2021 Iain Barclay, Harrison Taylor, Alun Preece, Ian Taylor, Dinesh Verma, Geeth de Mel

Increased adoption of artificial intelligence (AI) systems into scientific workflows will result in an increasing technical debt as the distance between the data scientists and engineers who develop AI system components and scientists, researchers and other users grows.

FLAP -- A Federated Learning Framework for Attribute-based Access Control Policies

no code implementations19 Oct 2020 Amani Abu Jabal, Elisa Bertino, Jorge Lobo, Dinesh Verma, Seraphin Calo, Alessandra Russo

The design of a policy transfer framework has challenges, including policy conflicts and privacy issues.

Cryptography and Security

Quantifying Transparency of Machine Learning Systems through Analysis of Contributions

no code implementations8 Jul 2019 Iain Barclay, Alun Preece, Ian Taylor, Dinesh Verma

Increased adoption and deployment of machine learning (ML) models into business, healthcare and other organisational processes, will result in a growing disconnect between the engineers and researchers who developed the models and the model's users and other stakeholders, such as regulators or auditors.

BIG-bench Machine Learning

Federated AI for building AI Solutions across Multiple Agencies

no code implementations20 Sep 2018 Dinesh Verma, Simon Julier, Greg Cirincione

The different sets of regulations existing for differ-ent agencies within the government make the task of creating AI enabled solutions in government dif-ficult.

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