Extending Blockchains with AI for Risk Management in IoT

A talk by Prof. Raj Jain in IEEE TCCS sponsored series on IoT, India, December 10, 2021

Abstract Blockchains has found numerous applications in Fintech, Supply chains, and contracts because it is an ideal distributed consensus where all nodes agree on the validity of transactions in a block without needing a central trusted party. The consensus is binary - agree or disagree - True or False. In this era of big data, we need to move blockchains beyond data storage to provide knowledge. In the real world, there are many situations in which various sesnors may not fully agree, and their measurements may be probabilistic, leading to probabilistic agreements. In this talk, Prof. Jain will present his recent extensions using AI that allow blockchains to be used for decisions that may not be binary. These extensions enable blockchains to be used for risk management when the group sizes are large. In particular, Prof. Jain will describe numerous use cases of this idea. Such situations frequently arise in security applications.

This talk covers the following topics:

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