{"product_id":"9783030379643","title":"Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis","description":"\u003ch1\u003eData-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis\u003c\/h1\u003e \u003ch2\u003eRokka Chhetri, Sujit; Al Faruque, Mohammad Abdullah\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book provides a new perspective on modeling cyber-physical systems (CPS), using a data-driven approach. The authors cover the use of state-of-the-art machine learning and artificial intelligence algorithms for modeling various aspect of the CPS. This book provides insight on how a data-driven modeling approach can be utilized to take advantage of the relation between the cyber and the physical domain of the CPS to aid the first-principle approach in capturing the stochastic phenomena affecting the CPS. The authors provide practical use cases of the data-driven modeling approach for securing the CPS, presenting novel attack models, building and maintaining the digital twin of the physical system. The book also presents novel, data-driven algorithms to handle non- Euclidean data. In summary, this book presents a novel perspective for modeling the CPS. \u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-02-09\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030379643\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-37962-9\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 235\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47528494432396,"sku":"9783030379643","price":80.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030379643.jpg?v=1776042252","url":"https:\/\/lateknightbooks.com\/products\/9783030379643","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}