Безплатна доставка със Еконт над 129 лв
Speedy office 11.00 лв Speedy 13.00 лв ЕКОНТ 6.00 лв Еконтомат/Офис на Еконт 6.00 лв Box Now 6.00 лв

Algorithmic Foundations of Differential Privacy

Език Английски езикАнглийски език
Книга С меки корици
Книга Algorithmic Foundations of Differential Privacy Cynthia Dwork
Код Либристо: 04835029
Издателство now publishers Inc, август 2014
The problem of privacy-preserving data analysis has a long history spanning multiple disciplines. As... Цялото описание
? points 271 b
211.27 лв
Външен склад Изпращаме след 19-25 дни

30 дни за връщане на стоката


Може би ще Ви заинтересува


Unicorn School: Team Magic Linda Chapman / С меки корици
common.buy 18.55 лв
Das Gerson-Wunder, 1 DVD Steve Krochel / DVD
common.buy 31.37 лв
Media Training 101 Sally Stewart / С твърди корици
common.buy 65.17 лв
Mediating Social Science Natalie Fenton / С меки корици
common.buy 169.60 лв
Greek Personal Religion Stephen Instone / С меки корици
common.buy 128.13 лв
China's Trade Patterns and International Comparative Advantage Xiao-guang Zhang / С твърди корици
common.buy 395.71 лв
Codgers' Kama Sutra Ian Baker / С твърди корици
common.buy 22.99 лв
John Owen Carl R. Trueman / С меки корици
common.buy 139.63 лв
Miserables / С меки корици
common.buy 70.72 лв
Potential Not Pathology Paul J. Leslie / С меки корици
common.buy 73.34 лв

The problem of privacy-preserving data analysis has a long history spanning multiple disciplines. As electronic data about individuals becomes increasingly detailed, and as technology enables ever more powerful collection and curation of these data, the need increases for a robust, meaningful, and mathematically rigorous definition of privacy, together with a computationally rich class of algorithms that satisfy this definition. Differential Privacy is such a definition. After motivating and discussing the meaning of differential privacy, the preponderance of this book is devoted to fundamental techniques for achieving differential privacy, and application of these techniques in creative combinations, using the query-release problem as an ongoing example. A key point is that, by rethinking the computational goal, one can often obtain far better results than would be achieved by methodically replacing each step of a non-private computation with a differentially private implementation. Despite some astonishingly powerful computational results, there are still fundamental limitations - not just on what can be achieved with differential privacy but on what can be achieved with any method that protects against a complete breakdown in privacy. Virtually all the algorithms discussed in this book maintain differential privacy against adversaries of arbitrary computational power. Certain algorithms are computationally intensive, others are efficient. Computational complexity for the adversary and the algorithm are both discussed. As the book progresses, it turns from fundamentals to applications other than query-release, discussing differentially private methods for mechanism design and machine learning. The vast majority of the literature on differentially private algorithms considers a single, static, database that is subject to many analyses. Differential privacy in other models, including distributed databases and computations on data streams is also discussed in the book.

Информация за книгата

Пълно заглавие Algorithmic Foundations of Differential Privacy
Език Английски език
Корици Книга - С меки корици
Дата на издаване 2014
Брой страници 300
Баркод 9781601988188
ISBN 1601988184
Код Либристо 04835029
Издателство now publishers Inc
Тегло 462
Размери 157 x 234 x 13
Подарете тази книга днес
Лесно е
1 Добавете книгата в количката си и изберете Доставка като подарък 2 В замяна ще ви изпратим ваучер 3 Книгата ще пристигне на адреса на получателя

Вход

Влезте в акаунта си. Още нямате акаунт за Libristo? Създайте го сега!

 
задължително
задължително

Нямате акаунт? Използвайте предимствата на акаунта за Libristo!

Благодарение на акаунта за Libristo държите всичко под контрол.

Създаване на акаунт за Libristo