{"product_id":"federated-learning-principles-paradigms-and-applications-9781774916384","title":"Federated Learning: Principles, Paradigms, and Applications","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 334 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 20 September 2024\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Apple Academic Press Inc.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eExplains federated learning and how it integrates AI technologies allowing multiple collaborators to build a robust machine-learning model using a large dataset. Describes benefits of federated learning, covering data privacy, data security, data access rights etc. Analyses common challenges, and attack strategies affecting FL systems.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 453g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 234 x 156 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781774916384\u003c\/p\u003e","brand":"Shulph Ink","offers":[{"title":"Hardback","offer_id":47870593892602,"sku":"9781774916384","price":142.8,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1761346977374_book.jpg?v=1761471705","url":"https:\/\/shulphink.com\/products\/federated-learning-principles-paradigms-and-applications-9781774916384","provider":"Shulph Ink","version":"1.0","type":"link"}