Privacy risksUsersLevel of developmentThis paper presents the results of a study about privacy risks when communicating and using the mobile Internet. For a better understanding of the wider issues a brief introduction explains the capacity of smartphones to protect a user's privacy and the ...
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many proposed policy changes would increase compliance costs or liability burdens on newer and smaller players that might not be able to afford them. This includes state-level data privacy policy that risks creating aburdensome and costly patchwork...
However, this progress has introduced substantial security risks, necessitating a balance between data privacy and utility. This paper examines the challenges of managing healthcare data privacy, focusing on the trade-offs between various challenges. Then we discuss the application of AI in healthcare...
The access of the NN to the raw data can create potential privacy risks. This section presents solutions for solving the apparent paradox by allowing encrypted data to be blindly processed by a remote server. This section addresses the importance and shortcomings of the homomorphic processing of NN...
by cloud service providers may not adequately address the finer-grained data integration required by traditional systems. Additionally, the use of public cloud infrastructure presents potential risks to data privacy [4], which makes it necessary to employ additional efforts to ensure privacy protection....
FL does not solve all possible privacy issues, and, similar to ML algorithms in general, it will always introduce some risks. Privacy-preserving techniques for FL provide a level of protection that exceeds current commercially available ML models [50]. However, there is a trade-off in performan...
There would be too much uncertainty associated with giving my personal information to COVID-19 contact-tracing apps. (PPR3) 0.936 3.446 1.172 Perceived value (PVA) Compared to the risks of my information disclosure, the use of COVID-19 contact-tracing apps is beneficial to me. (PVA1) 0.908...
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