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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Enabling Privacy Preserving Data Analytics
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Enabling Privacy Preserving Data Analytics
Anne V. D. M. Kayem (Gebundene Ausgabe, Englisch)
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Beschreibung
This book highlights the importance of digital privacy as an allied and supporting field to cybersecurity. The authors aim to underscore the fact that digital privacy is important sub-field of cybersecurity and must be differentiated from the social science and digital humanities view of privacy.
This book discusses digital privacy from various viewpoints in relation to cyber-security. The… authors begin with Chapter 1, by emphasizing the fact that digital privacy must be viewed and addressed as a collective (and not an individual) problem. Therefore, solutions designed must include several perspectives ranging from decision making algorithms that assess the cost-benefit ratio for all parties involved in the digital operation. In Chapters 2, 3, 4 and 5, the authors discuss the implications from the adversarial and benign perspectives, of transforming data to ensure privacy. The authors also discuss performance, and some solutions to help alleviate this especially in scenarios involving large data and/or low powered/processing systems. In Chapters 6 and 7, the authors discuss the benefits of supporting user decision making and preventing privacy breaches that arise from inadvertent disclosures of sensitive personal information. Chapter 8 discusses possible avenues for future work centred around aspects, such as data transformation to support privacy preserving machine learning, privacy decision making and disclosure risks.
This book targets researchers working in digital privacy and cybersecurity as well as advanced-level students studying this field. Policy makers in governments and organizations will also find this book to be a valuable resource. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
28.10.2025
Sprache
Englisch
EAN
9783031939051
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Advances in Information Security
Sonderedition
Nein
Autor
Anne V. D. M. Kayem
Seitenanzahl
194
Einbandart
Gebundene Ausgabe
Schlagwörter
Privacy Enhancing Technologies, Digital Privacy, Privacy Threats, Privacy Attacks, Data Anonymisation, Data Pseudonymisation, Privacy Preserving Machine Learning, Privacy Setting Recommendations, Data Profiling, Privacy Preferences
Thema-Inhalt
URD - Datenschutz
UYQM - Maschinelles Lernen
UR - Computersicherheit
UTN - Netzwerksicherheit
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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