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Evaluating the Impact of Face Anonymization Methods on Computer Vision Tasks: A Trade-Off Between Privacy and Utility

open access: yesIEEE Access
Data anonymization is an essential prerequisite that enables data sharing in a privacy-preserving manner. However, anonymization affects the quality of the data and thus might affect the performance of later conducted data analysis.
Roland Stenger   +4 more
doaj   +1 more source

A Scoping Review on Analysis of the Barriers and Support Factors of Open Data

open access: yesInformation, 2023
Background: Using personal data as Open Data is a pervasive topic globally, spanning various sectors and disciplines. Recent technological advancements, particularly in artificial intelligence and algorithm-driven analysis, have significantly expanded ...
Norbert Lichtenauer   +3 more
doaj   +1 more source

CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks

open access: yes, 2020
The unprecedented increase in the usage of computer vision technology in society goes hand in hand with an increased concern in data privacy. In many real-world scenarios like people tracking or action recognition, it is important to be able to process ...
Elezi, Ismail   +2 more
core   +1 more source

Sincerely, Anonymous [PDF]

open access: yesThought: A Journal of Philosophy, 2020
This paper provides an account of anonymous speech treated as anonymized speech. It is argued that anonymous speech acts are best defined by reference to intentional acts of blocking a speaker's identification as opposed to the various epistemic effects that imperfectly correlate with these actions.
openaire   +4 more sources

MultiRelational k-Anonymity [PDF]

open access: yes2007 IEEE 23rd International Conference on Data Engineering, 2007
k-anonymity protects privacy by ensuring that data cannot be linked to a single individual. In a k-anonymous dataset, any identifying information occurs in at least k tuples. Much research has been done to modify a single table dataset to satisfy anonymity constraints.
Nergiz, M.E., Clifton, C., Nergiz, A.E.
openaire   +4 more sources

Deep Image Prior Amplitude SAR Image Anonymization

open access: yesRemote Sensing, 2023
This paper presents an extensive evaluation of the Deep Image Prior (DIP) technique for image inpainting on Synthetic Aperture Radar (SAR) images. SAR images are gaining popularity in various applications, but there may be a need to conceal certain ...
Edoardo Daniele Cannas   +4 more
doaj   +1 more source

The PI3Kδ inhibitor roginolisib (IOA‐244) preserves T‐cell function and activity

open access: yesMolecular Oncology, EarlyView.
Identification of novel PI3K inhibitors with limited immune‐related adverse effects is highly sought after. We found that roginolisib and idelalisib inhibit chronic lymphocytic leukemia (CLL) cells and Treg suppressive functions to similar extents, but roginolisib affects cytotoxic T‐cell function and promotion of pro‐inflammatory T helper subsets to a
Elise Solli   +7 more
wiley   +1 more source

Visual attention and cognitive effects of facial anonymization in 360° videos

open access: yesFrontiers in Virtual Reality
We analyze perceptual effects of facial anonymization in 360° videos to understand how different anonymization technologies affect the attention and cognition of viewers. 360° videos provide highly immersive viewing experiences, making them ideal for the
Leslie Wöhler   +2 more
doaj   +1 more source

A Multi-Objective Degree-Based Network Anonymization Method

open access: yesAlgorithms, 2023
Enormous amounts of data collected from social networks or other online platforms are being published for the sake of statistics, marketing, and research, among other objectives.
Ola N. Halawi   +2 more
doaj   +1 more source

RIPK4 function interferes with melanoma cell adhesion and metastasis

open access: yesMolecular Oncology, EarlyView.
RIPK4 promotes melanoma growth and spread. RIPK4 levels increase as skin lesions progress to melanoma. CRISPR/Cas9‐mediated deletion of RIPK4 causes melanoma cells to form less compact spheroids, reduces their migratory and invasive abilities and limits tumour growth and dissemination in mouse models.
Norbert Wronski   +9 more
wiley   +1 more source

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