Privacy-Preserving Machine Learning (eBook, ePUB)
A use-case-driven approach to building and protecting ML pipelines from privacy and security threats
PAYBACK Punkte
0 °P sammeln!
- In an era of evolving privacy regulations, compliance is mandatory for every enterprise - Machine learning engineers face the dual challenge of analyzing vast amounts of data for insights while protecting sensitive information - This book addresses the complexities arising from large data volumes and the scarcity of in-depth privacy-preserving machine learning expertise, and covers a comprehensive range of topics from data privacy and machine learning privacy threats to real-world privacy-preserving cases - As you progress, you'll be guided through developing anti-money laundering solutions ...
- In an era of evolving privacy regulations, compliance is mandatory for every enterprise - Machine learning engineers face the dual challenge of analyzing vast amounts of data for insights while protecting sensitive information - This book addresses the complexities arising from large data volumes and the scarcity of in-depth privacy-preserving machine learning expertise, and covers a comprehensive range of topics from data privacy and machine learning privacy threats to real-world privacy-preserving cases - As you progress, you'll be guided through developing anti-money laundering solutions using federated learning and differential privacy - Dedicated sections will explore data in-memory attacks and strategies for safeguarding data and ML models - You'll also explore the imperative nature of confidential computation and privacy-preserving machine learning benchmarks, as well as frontier research in the field - Upon completion, you'll possess a thorough understanding of privacy-preserving machine learning, equipping them to effectively shield data from real-world threats and attacks
Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.
Andere Kunden interessierten sich für
