Evaluating Differential Privacy against Membership Inference in Federated Learning: Insights from the NIST Genomics Red Team Challenge

While Federated Learning FL mitigates direct data exposure, the resulting trained models remain susceptible to membership inference attacks MIAs. This paper presents an empirical evaluation of Differential Privacy DP as a defense mechanism against MIAs in FL, leveraging the environment of the 202...

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--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 1cf08706524cdb0e4de9ef31caa8df577e30a9625291938358cf86d5ef9a2cc8 This package appears to be part of the tea.xyz token reward campaign that flooded npm. These packages typically contain autopublish scripts auto.js,...

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--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector ede3ff97afc807cd5b2f66f1660a934b572b18c219fc1b17e91ba7f10e09e5b7 This package appears to be part of the tea.xyz token reward campaign that flooded npm. These packages typically contain autopublish scripts auto.js,...