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This edition of the Cyber Security Technology Opportunity Engine (TOE) provides a snapshot on emerging cyber security solutions powered by cloud-, Internet of Things (IoT)-, and artificial intelligence (AI)-based innovations that help companies protect from threats, data breaches, phishing attacks, and defend against modern attacks residing within ...

The ‘2021 Technology Convergence Scenarios is a powerful technology foresighting research built on the ‘Top 50 Emerging Technologies & Growth Opportunities program. This research is an effort at analyzing the Top 50 emerging technologies, and the strength of interconnects between these technologies to potentially combine with each other. The im...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) provides a snapshot of the emerging ICT led innovations in Machine Learning, Supercomputers, Quantum Computing. This issue focuses on the application of information and communication technologies in alleviating the challenges faced across industry sectors in...

This edition of the Cyber Security Technology Opportunity Engine (TOE) provides a snapshot on emerging cyber security solutions powered by authentication-, cloud-, and artificial intelligence-based innovations that help companies protect from threats, data breaches, phishing attacks, and defend against modern attacks residing within cloud, Dark Web...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) provides a snapshot of the emerging ICT led innovations in machine learning, IoT, and distributed database. This issue focuses on the application of information and communication technologies in alleviating the challenges faced across industry sectors in are...

As digitization progresses across industries, AI is gaining a ubiquitous adoption as more and more business processes are being automated. With this, the expectations from AI in terms of what applications can be realized using AI is also expanding, and thus a more complex set of neural networks have been introduced which are expected to leverage ad...

This edition of the Cyber Security Technology Opportunity Engine (TOE) provides a snapshot on emerging cyber security solutions powered by cloud and artificial intelligence (AI)-based innovations that help companies protect from threats, data breaches, phishing attacks, and defend against modern attacks residing within cloud, endpoints, and various...

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...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) provides a snapshot of of the emerging ICT led innovations in artificial intelligence and analytics. This issue focuses on the application of information and communication technologies in alleviating the challenges faced across industry sectors in areas such...