Search results for: 'protect'

The alternative fuels sector is entering a critical phase where execution, not ambition, determines leadership. Success hinges first on overcoming legacy cultural constraints, enabling faster decision-making, experimentation, and partnership-led innovation. At the same time, firms must standardize regulatory intelligence to navigate fragmented poli...

This issue of the Nanotechnology Opportunity Engine profiles significant advances in nanotechnology for various industrial applications. The featured innovations include Enabling Self-Powered Infrastructure Through Energy Harvesting Nanogenerators, Advancing Metal Nanomaterials for Multi-Industry Adoption, Advancing Bioactive Nanomaterials for Dive...

This issue of the Nanotechnology Opportunity Engine profiles significant advances in nanotechnology for various industrial applications. The featured innovations include Nano-Enabled Membrane Technology for Desalination, Durable Antimicrobial Protection Through Silver Nanotechnology, Nano Silicone Resin for Anti-Graffiti Coatings, Nano-Engineered A...

This Frost Radar evaluates the evolving smart nutraceuticals landscape as consumer awareness of cognitive health, lifestyle-related stress, and healthy aging creates demand for scientifically validated, natural, and multifunctional brain health solutions. The market remains fragmented, with differentiation increasingly shaped by clinical evidence, ...

This issue of the Nanotechnology Opportunity Engine profiles significant advances in nanotechnology for various industrial applications. The featured innovations include Nanolayered Polymer Films for High-Performance Functional Applications, Graphene Dispersions for High-performance Protective Coatings, Graphene-based Performance Coatings for Marin...

This edition of the Cyber Security Technology Opportunity Engine (TOE) highlights breakthrough innovations across AI-driven threat detection, extended detection and response (XDR), behavioural analytics, deception technologies, and human-centric security platforms. Notable developments include GenAI agents for autonomous threat sweeping, post-quant...

This research service on the global pharma extractables and leachables (E&L) testing market addresses the market sizing, emerging trends, and technologies, and provides a snapshot of the key participants in the market. The base year for the deliverable is 2015 while forecasts have been provided from 2016 to 2020. The pharma E&L testing market is ...

The automotive, agriculture, and construction equipment (ACE) industries is witnessing an increase in the R&D and deployment of protective paints and coatings. Leading automotive coating producers are developing solutions which enable faster preparation and drying times. Coating producers emphasize on paints which enable painters to make small scra...

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...