Anonymization and Identifiability: Enhancing Data Protection Through Differential Privacy and Artificial Intelligence: 8 - Rilegato
Sinossi
The author explores the nature of data anonymization under the GDPR, with a particular focus on means of differential privacy. First, he examines the requirement of „identified or identifiable“ in Art. 4 GDPR. Building on this foundation, he describes and evaluates different methods for the anonymization of structured and unstructured data, especially text data. The author describes the role of machine learning and artificial intelligence with regard to anonymizing unstructured data and elaborates on the data protection implications of training and using AI/ML models (including federated learning setups) for this purpose.
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Informazioni sull?autore
Lauritz Gerlach, Hamburg.
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Hardcover. Condizione: new. Hardcover. The author explores the nature of data anonymization under the GDPR, with a particular focus on means of differential privacy. First, he examines the requirement of identified or identifiable in Art. 4 GDPR. Building on this foundation, he describes and evaluates different methods for the anonymization of structured and unstructured data, especially text data. The author describes the role of machine learning and artificial intelligence with regard to anonymizing unstructured data and elaborates on the data protection implications of training and using AI/ML models (including federated learning setups) for this purpose. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Codice articolo 9783119142601
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Buch. Condizione: Neu. Neuware -The author explores the nature of data anonymization under the GDPR, with a particular focus on means of differential privacy. First, he examines the requirement of 'identified or identifiable' in Art. 4 GDPR. Building on this foundation, he describes and evaluates different methods for the anonymization of structured and unstructured data, especially text data. The author describes the role of machine learning and artificial intelligence with regard to anonymizing unstructured data and elaborates on the data protection implications of training and using AI/ML models (including federated learning setups) for this purpose.; Daten sind eine zentrale Ressource des 21. Jahrhunderts. Daten dienen individuellen, kollektiven und Gemeinwohlzwecken. Daten und Datenökosysteme prägen die Wettbewerbsfähigkeit von kommerziellen, nicht-kommerziellen und staatlichen Akteuren gleichermaßen. Die Kalibrierung der Nutzung und Nutzungsszenarien von Daten ist eine eminente Frage für (Selbst-)Regulierer - auf dem nationalen, supranationalen und internationalen Level. Globale, vergleichende und interdisziplinäre Perspektiven sind notwendig, um eine adäquate Balance zwischen datenbezogener Kooperation und datenbezogenem Wettbewerb zu erzielen. Diese Perspektiven reichen weit über das Datenschutzrecht hinaus und umfassen unter anderem das Daten(wirtschafts)recht, das Open Data-Recht, das Geheimnisschutzrecht und das Immaterialgüterrecht. Vor diesem Hintergrund widmet sich die Reihe zentralen Fragestellungen des Internationalen und Vergleichenden Datenrechts sowie der Datenpolitik. Die Reihe umfasst Studien und Monographien sowie Tagungs- und Sammelbände. 264 pp. Englisch. Codice articolo 9783119142601
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Buch. Condizione: Neu. Neuware -The author explores the nature of data anonymization under the GDPR, with a particular focus on means of differential privacy. First, he examines the requirement of 'identified or identifiable' in Art. 4 GDPR. Building on this foundation, he describes and evaluates different methods for the anonymization of structured and unstructured data, especially text data. The author describes the role of machine learning and artificial intelligence with regard to anonymizing unstructured data and elaborates on the data protection implications of training and using AI/ML models (including federated learning setups) for this purpose.; Daten sind eine zentrale Ressource des 21. Jahrhunderts. Daten dienen individuellen, kollektiven und Gemeinwohlzwecken. Daten und Datenökosysteme prägen die Wettbewerbsfähigkeit von kommerziellen, nicht-kommerziellen und staatlichen Akteuren gleichermaßen. Die Kalibrierung der Nutzung und Nutzungsszenarien von Daten ist eine eminente Frage für (Selbst-)Regulierer - auf dem nationalen, supranationalen und internationalen Level. Globale, vergleichende und interdisziplinäre Perspektiven sind notwendig, um eine adäquate Balance zwischen datenbezogener Kooperation und datenbezogenem Wettbewerb zu erzielen. Diese Perspektiven reichen weit über das Datenschutzrecht hinaus und umfassen unter anderem das Daten(wirtschafts)recht, das Open Data-Recht, das Geheimnisschutzrecht und das Immaterialgüterrecht. Vor diesem Hintergrund widmet sich die Reihe zentralen Fragestellungen des Internationalen und Vergleichenden Datenrechts sowie der Datenpolitik. Die Reihe umfasst Studien und Monographien sowie Tagungs- und Sammelbände. 264 pp. Englisch. Codice articolo 9783119142601
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Buch. Condizione: Neu. Neuware -The author explores the nature of data anonymization under the GDPR, with a particular focus on means of differential privacy. First, he examines the requirement of 'identified or identifiable' in Art. 4 GDPR. Building on this foundation, he describes and evaluates different methods for the anonymization of structured and unstructured data, especially text data. The author describes the role of machine learning and artificial intelligence with regard to anonymizing unstructured data and elaborates on the data protection implications of training and using AI/ML models (including federated learning setups) for this purpose. Codice articolo 9783119142601
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