A review on machine unlearning
H Zhang, T Nakamura, T Isohara, K Sakurai - SN Computer Science, 2023 - Springer
Recently, an increasing number of laws have governed the useability of users' privacy. For
example, Article 17 of the General Data Protection Regulation (GDPR), the right to be …
example, Article 17 of the General Data Protection Regulation (GDPR), the right to be …
The need for privacy with public digital contact tracing during the COVID-19 pandemic
Digital contact tracing applications represent a powerful yet controversial strategy to combat
the COVID-19 pandemic. Manual contact tracing has important challenges, not limited to …
the COVID-19 pandemic. Manual contact tracing has important challenges, not limited to …
Local transplantation, adaptation, and creation of AI models for public health policy
E Fournier-Tombs - Frontiers in Artificial Intelligence, 2023 - frontiersin.org
This paper presents the Transplantation, Adaptation and Creation (TAC) framework, a
method for assessing the localization of different elements of an AI system. This framework is …
method for assessing the localization of different elements of an AI system. This framework is …
The adoption of contact tracing applications of COVID-19 by European governments
Contact tracing can be defined as the identification and the monitoring of each person who
has been in contact with an infected person. However, the effectiveness of manual contact …
has been in contact with an infected person. However, the effectiveness of manual contact …
[HTML][HTML] Contact tracing apps: lessons learned on privacy, autonomy, and the need for detailed and thoughtful implementation
The global and national response to the COVID-19 pandemic has been inadequate due to a
collective lack of preparation and a shortage of available tools for responding to a large …
collective lack of preparation and a shortage of available tools for responding to a large …
Inherent privacy limitations of decentralized contact tracing apps
Y Bengio, D Ippolito, R Janda, M Jarvie… - Journal of the …, 2021 - academic.oup.com
Recently, there have been many efforts to use mobile apps as an aid in contact tracing to
control the spread of the SARS-CoV-2 (severe acute respiratory syndrome coronavirus …
control the spread of the SARS-CoV-2 (severe acute respiratory syndrome coronavirus …
Epidemic mitigation by statistical inference from contact tracing data
Contact tracing is an essential tool to mitigate the impact of a pandemic, such as the COVID-
19 pandemic. In order to achieve efficient and scalable contact tracing in real time, digital …
19 pandemic. In order to achieve efficient and scalable contact tracing in real time, digital …
Simpson's paradox in Covid-19 case fatality rates: a mediation analysis of age-related causal effects
J von Kügelgen, L Gresele… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
We point out an instantiation of Simpson's paradox in COVID-19 case fatality rates (cfr s):
comparing a large-scale study from China (February 17) with early reports from Italy (March …
comparing a large-scale study from China (February 17) with early reports from Italy (March …
Protect Your Score: Contact-Tracing with Differential Privacy Guarantees
The pandemic in 2020 and 2021 had enormous economic and societal consequences, and
studies show that contact-tracing algorithms can be key in the early containment of the virus …
studies show that contact-tracing algorithms can be key in the early containment of the virus …
Microscopic modeling of spatiotemporal epidemic dynamics
Conventional techniques of epidemic modeling are based on compartmental models, where
population groups are transitioning from one compartment to another-for example, S, I, or …
population groups are transitioning from one compartment to another-for example, S, I, or …