| book details |

Federated Learning: Privacy and Incentive

Edited by Qiang Yang, Edited by Lixin Fan, Edited by Han Yu

| on special |

normal price: R 2,010.95

Price: R 1,910.95

| add to trolley |

| book description |

This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications. Privacy and incentive issues are the focus of this book. It is timely as federated learning is becoming popular after the release of the General Data Protection Regulation (GDPR). Since federated learning aims to enable a machine model to be collaboratively trained without each party exposing private data to others. This setting adheres to regulatory requirements of data privacy protection such as GDPR. This book contains three main parts. Firstly, it introduces different privacy-preserving methods for protecting a federated learning model against different types of attacks such as data leakage and/or data poisoning. Secondly, the book presents incentive mechanisms which aim to encourage individuals to participate in the federated learning ecosystems. Last but not least, this book also describes how federated learning can be applied in industry and business to address data silo and privacy-preserving problems. The book is intended for readers from both the academia and the industry, who would like to learn about federated learning, practice its implementation, and apply it in their own business. Readers are expected to have some basic understanding of linear algebra, calculus, andÂ neural network. Additionally, domain knowledge in FinTech and marketing would be helpful.â€ Â

| product details |

| other options |

Normally shipped | This title will take longer to obtain, and should be delivered in 6-8 weeks
Readership Age |

Normal Price | R 2,688.95
Price | R 2,554.95 | on special |

| add to trolley |

Normally shipped | Available from overseas. Usually dispatched in 14 days
Readership Age |

Normal Price | R 3,565.95
Price | R 3,387.95 | on special |

| add to trolley |

| back |

| your trolley |

To view the items in your trolley please sign in.

| sign in |

| specials |

The Thing at 52

Mr. Ross Montgomery
Hardback
40 pages
was: R 363.95
now: R 345.95
Usually dispatched in 3 to 4 weeks as supplier is out of stock

The Thing at 52 is aÂ beautiful picture book about friendship, loneliness and learning how to say goodbye.

| more |

| add to trolley |

The Silent Patient: The record-breaking, multimillion copy Sunday Times bestselling thriller and TikTok sensation

Alex Michaelides
Paperback / softback
352 pages
was: R 280.95
now: R 252.95
Available from overseas. Dispatched in aprox 4-8 weeks as local supplier is out of stock

With film rights snapped up by an Oscar winning Hollywood production company, rights sold in a world record 43 territories, and rave blurbs from David Baldacci, Lee Child and A.

| more |

| add to trolley |

Free Your Mind: The new world of manipulation and how to resist it

Laura Dodsworth
Paperback / softback
384 pages
was: R 300.95
now: R 270.95
Available from overseas. Dispatched in aprox 4-8 weeks as local supplier is out of stock

The Instant Sunday Times Bestseller Learn how to recognise and resist the daily attempts to control and manipulate your mind.

| more |

| add to trolley |