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Data Anonymization: An Experimental Evaluation Using Open-Source Tools
Future Internet, 2022 In recent years, the use of personal data in marketing, scientific and medical investigation, and forecasting future trends has really increased. This information is used by the government, companies, and individuals, and should not contain any sensitive
Jorge Bernardino
exaly +3 more sources
Anonymization Techniques for Privacy Preserving Data Publishing: A Comprehensive Survey
IEEE Access, 2021 Anonymization is a practical solution for preserving user’s privacy in data publishing. Data owners such as hospitals, banks, social network (SN) service providers, and insurance companies anonymize their user’s data before publishing it to
Abdul Majeed, Sungchang Lee
exaly +3 more sources
Privacy Beyond the Face: Assessing Gait Privacy Through Realistic Anonymization in Industrial Monitoring [PDF]
SensorsIn modern industrial environments, camera-based monitoring is essential for workflow optimization, safety, and process control, yet it raises significant privacy concerns when people are recorded.
Sarah Weiß +4 more
doaj +2 more sources
Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study
JMIR Medical Informatics, 2021 BackgroundData science offers an unparalleled opportunity to identify new insights into many aspects of human life with recent advances in health care.
Matthew Watson +2 more
exaly +3 more sources
Guardians of the data: NER and LLMs for effective medical record anonymization in Brazilian Portuguese [PDF]
Frontiers in Public HealthIntroductionThe anonymization of medical records is essential to protect patient privacy while enabling the use of clinical data for research and Natural Language Processing (NLP) applications.
Mauricio Schiezaro +3 more
doaj +2 more sources
Subtle biases introduced in equity studies through data anonymization. [PDF]
PLoS ONEThis work investigates the trade-off between data anonymization and utility, particularly focusing on the implications for equity-related research in education.
Paulo Fazendeiro +2 more
doaj +2 more sources
JMIR Medical Informatics, 2021 BackgroundSpontaneous reporting systems (SRSs) have been increasingly established to collect adverse drug events for fostering adverse drug reaction (ADR) detection and analysis research. SRS data contain personal information, and
Jie-Teng Wang, Wen-Yang Lin
doaj +1 more source
Rank-Label Anonymization for the Privacy-Preserving Publication of a Hypergraph Structure
IEEE Access, 2022 Social networks are often published in the form of a simple graph. The simple graph representation of a social graph shows the dyadic relationship among the social entities whereas it is unable to efficiently represent the relationship among more than ...
Debasis Mohapatra +5 more
doaj +1 more source
Anonymization Procedures for Tabular Data: An Explanatory Technical and Legal Synthesis
Information, 2023 In the European Union, Data Controllers and Data Processors, who work with personal data, have to comply with the General Data Protection Regulation and other applicable laws. This affects the storing and processing of personal data.
Robert Aufschläger +6 more
doaj +1 more source
Computational Linguistics, 2022 We present a novel benchmark and associated evaluation metrics for assessing the performance of text anonymization methods. Text anonymization, defined as the task of editing a text document to prevent the disclosure of personal information, currently ...
Ildikó Pilán +5 more
doaj +1 more source