Data anonymization patent landscape [PDF]
Croatian Operational Research Review, 2017 The omnipresent, unstoppable increase in digital data has led to a greater understanding of the importance of data privacy. Different approaches are used to implement data privacy.
Mirjana Pejić Bach +2 more
doaj +2 more sources
Contextual Anonymization for Secondary Use of Big Data in Biomedical Research: Proposal for an Anonymization Matrix [PDF]
, 2018 Background: The current law on anonymization sets the same standard across all situations, which poses a problem for biomedical research. Objective: We propose a matrix for setting different standards, which is responsive to context and public ...
John M. M. Rumbold (16674570) +1 more
core +7 more sources
Does Image Anonymization Impact Computer Vision Training? [PDF]
, 2023 Image anonymization is widely adapted in practice to comply with privacy regulations in many regions. However, anonymization often degrades the quality of the data, reducing its utility for computer vision development.
Lindseth, Frank, Hukkelås, Håkon
core +4 more sources
Statistical biases due to anonymization evaluated in an open clinical dataset from COVID-19 patients
Scientific Data, 2022 Anonymization has the potential to foster the sharing of medical data. State-of-the-art methods use mathematical models to modify data to reduce privacy risks.
Carolin E. M. Koll +26 more
doaj +1 more source
Finding the Sweet Spot for Data Anonymization: A Mechanism Design Perspective
IEEE Access, 2022 Data sharing between different organizations is an essential process in today’s connected world. However, recently there were many concerns about data sharing as sharing sensitive information can jeopardize users’ privacy.
Abdelrahman Eldosouky +3 more
doaj +1 more source
Deep Generative Models for Realistic Image Anonymization
, 2023 The following pages explore the use of generative models for realistic image anonymization. In summary, this thesis aims to address two primary objectives.
Hukkelås, Håkon
core +1 more source
Facial Feature Removal for Anonymization of Neurological Image Data
Current Directions in Biomedical Engineering, 2021 Interdisciplinary exchange of medical datasets between clinicians and engineers is essential for clinical research. Due to the Data Protection Act, which preserves the rights of patients, full anonymization is necessary before any exchange can take place.
Gießler Fina +4 more
doaj +1 more source
Understanding structure-based social network de-anonymization techniques via empirical analysis
EURASIP Journal on Wireless Communications and Networking, 2018 The rapid development of wellness smart devices and apps, such as Fitbit Coach and FitnessGenes, has triggered a wave of interaction on social networks. People communicate with and follow each other based on their wellness activities.
Jian Mao +5 more
doaj +1 more source
TRAFFIC AUTHENTICITY ANALYSIS BASED ON DIGITAL FINGERPRINT DATA OF NETWORK PROTOCOL IMPLEMENTATIONS [PDF]
Научно-технический вестник информационных технологий, механики и оптики, 2020 Subject of Research. The problem of traffic authenticity determination based on digital fingerprint data of network protocol implementations is considered.
Sergei M. Ishkuvatov, Igor I. Komarov
doaj +1 more source
Enabling anonymous crime reporting on mobile phones in the developing world [PDF]
, 2013 Various campaigns indicate that a need exists for a convenient and anonymous crime reporting framework for the context of the developing world. In this thesis a contribution is made by means of a framework that facilitates reporting crime anonymously ...
Burke, Mark John
core +1 more source