Search Results for author: Lucas Lange

Found 2 papers, 2 papers with code

Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection

1 code implementation24 Jan 2024 Lucas Lange, Nils Wenzlitschke, Erhard Rahm

Smartwatch health sensor data is increasingly utilized in smart health applications and patient monitoring, including stress detection.

Privacy Preserving

Privacy in Practice: Private COVID-19 Detection in X-Ray Images (Extended Version)

1 code implementation21 Nov 2022 Lucas Lange, Maja Schneider, Peter Christen, Erhard Rahm

The introduced DP should help limit leakage threats posed by MIAs, and our practical analysis is the first to test this hypothesis on the COVID-19 classification task.

Knowledge Distillation Membership Inference Attack

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