Skip to content
Menu
Book Archive Download
  • Home
  • Privacy Policy
  • Contact
  • DMCA
  • Terms of Use
Book Archive Download

Privacy-Preserving Machine Learning

Release on 20222022 by Jin Li
Privacy-Preserving Machine Learning

Author: Jin Li

Publisher: Springer Nature

ISBN: 9789811691393

Category: Data protection--Law and legislation

Page: 95

View: 896

This book provides a thorough overview of the evolution of privacy-preserving machine learning schemes over the last ten years, after discussing the importance of privacy-preserving techniques. In response to the diversity of Internet services, data services based on machine learning are now available for various applications, including risk assessment and image recognition. In light of open access to datasets and not fully trusted environments, machine learning-based applications face enormous security and privacy risks. In turn, it presents studies conducted to address privacy issues and a series of proposed solutions for ensuring privacy protection in machine learning tasks involving multiple parties. In closing, the book reviews state-of-the-art privacy-preserving techniques and examines the security threats they face.
Data protection--Law and legislation
Privacy-Preserving Machine Learning
Language: en
Pages: 95

Privacy-Preserving Machine Learning

Authors: Jin Li, Ping Li, Zheli Liu, Xiaofeng Chen, Tong Li
Categories: Data protection--Law and legislation
Type: BOOK - Published: 2022 - Publisher: Springer Nature

This book provides a thorough overview of the evolution of privacy-preserving machine learning schemes over the last ten years, after discussing the importance of privacy-preserving techniques. In response to the diversity of Internet services, data services based on machine learning are now available for various applications, including risk assessment and
Privacy-Preserving Machine Learning for Speech Processing
Language: en
Pages: 145

Privacy-Preserving Machine Learning for Speech Processing

Authors: Manas A. Pathak
Categories: Computers
Type: BOOK - Published: 2012-10-25 - Publisher: Springer Science & Business Media

"Doctoral Thesis accepted by Carnegie Mellon University, USA"--Title page.
Privacy-Preserving Deep Learning
Language: en
Pages: 74

Privacy-Preserving Deep Learning

Authors: Kwangjo Kim, Harry Chandra Tanuwidjaja
Categories: Computers
Type: BOOK - Published: 2021-07-22 - Publisher: Springer Nature

This book discusses the state-of-the-art in privacy-preserving deep learning (PPDL), especially as a tool for machine learning as a service (MLaaS), which serves as an enabling technology by combining classical privacy-preserving and cryptographic protocols with deep learning. Google and Microsoft announced a major investment in PPDL in early 2019. This
Privacy Preservation in IoT
Language: en
Pages: 127

Privacy Preservation in IoT

Authors: Youyang Qu, Longxiang Gao, Shui Yu, Yong Xiang
Categories: Artificial intelligence--Data processing
Type: BOOK - Published: 2022 - Publisher: Springer Nature

This book aims to sort out the clear logic of the development of machine learning-driven privacy preservation in IoTs, including the advantages and disadvantages, as well as the future directions in this under-explored domain. In big data era, an increasingly massive volume of data is generated and transmitted in Internet
Deep Learning for Security and Privacy Preservation in IoT
Language: en
Pages: 179

Deep Learning for Security and Privacy Preservation in IoT

Authors: Aaisha Makkar, Neeraj Kumar
Categories: Computers
Type: BOOK - Published: 2022-05-05 - Publisher: Springer Nature

This book addresses the issues with privacy and security in Internet of things (IoT) networks which are susceptible to cyber-attacks and proposes deep learning-based approaches using artificial neural networks models to achieve a safer and more secured IoT environment. Due to the inadequacy of existing solutions to cover the entire

Popular Posts

  • American Manufacturing in a Global Market
  • Christian Ethics V2
  • The National Pastime, Volume 21
  • Thoughts and Adventures
  • The Smartest Kid in the Universe
  • The Silent Shooter
  • BLDC Machines
  • Extra-Canonical Sayings of Jesus
  • Fragmented Recollection
  • Smoke and Ashes
  • The House with the Red Door
  • The Economics of Food Security
  • Luigi’s Jazz Warm Up
  • The Stronger Women Get, the More Men Love Football
  • Beginning iPhone and iPad Web Apps
  • Practical Fly Fishing
  • Advice from Behind the Hairdressers Chair
  • The Bulletproof Diet
  • The Oxford Illustrated History of Theatre
  • Course Design Formula

Best Books

  • Inside The Heart Of A True Motocross Racer
  • High-Tech and Micropropagation V
  • First Lessons in Bach
  • V&A Pattern: Indian Florals
  • A Sinful Encore
  • Israel's Divine Healer
  • The Monster of Worcester: David Mcgreavy
  • High Blood Pressure
  • The Europa World Year Book 2017
  • Learning Technologies and User Interaction
  • This Explains Everything
  • Creative Haven Alhambra Designs Coloring Book
  • The Edge of the Campus
  • Stochastic Spatial Processes
  • Second Growth
  • Gracie-Isms
  • Armed Robbery
  • Conversations with Neil Simon
  • The Extraordinary Tide
  • How To Find Mr. Right And Avoid Mr. Wrong
  • Rethinking Public Relations
  • The Big Picture: Animal Migrations
  • Construction and Reconstruction of Memory
  • Ecopsychology
  • Called Teen Devotional
  • The Reformation in the Cities
  • Maximum Willpower
  • Bunny Mellon Style
  • Niki Jabbour's Veggie Garden Remix
  • We'll Always Have Paris
©2023 Book Archive Download | Powered by WordPress & Superb Themes