{"product_id":"data-driven-modeling-of-cyber-physical-systems-using-side-channel-analysis-von-mohammad-abdullah-al-faruque-sujit-rokka-chhetri","title":"Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis","description":"\n                                \n                \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\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030379612\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030379643\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783030379612","offer_id":31988528611421,"sku":"9783030379612","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783030379643","offer_id":39419615805533,"sku":"9783030379643","price":85.59,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/18714e21-c284-4b1e-9b5a-16a7303e7a00.jpg?v=1775190567","url":"https:\/\/shop.autorenwelt.de\/products\/data-driven-modeling-of-cyber-physical-systems-using-side-channel-analysis-von-mohammad-abdullah-al-faruque-sujit-rokka-chhetri","provider":"Autorenwelt Shop","version":"1.0","type":"link"}