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cs.LG2024
Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning
Lucas Lange, Maurice-Maximilian Heykeroth, Erhard Rahm
Machine Learning (ML) is crucial in many sectors, including computer vision. However, ML models trained on sensitive data face security challenges, as they can be attacked and leak…
cs.LG2024★ 16 cited
Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection
Lucas Lange, Nils Wenzlitschke, Erhard Rahm
Smartwatch health sensor data are increasingly utilized in smart health applications and patient monitoring, including stress detection. However, such medical data often comprise s…