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cs.LG2019★ 1 cited
Disguised-Nets: Image Disguising for Privacy-preserving Outsourced Deep Learning
Sagar Sharma, Keke Chen
Deep learning model developers often use cloud GPU resources to experiment with large data and models that need expensive setups. However, this practice raises privacy concerns. Ad…
cs.LG2019★ 26 cited
Toward Sensor-based Sleep Monitoring with Electrodermal Activity Measures
William Romine, Tanvi Banerjee, Garrett Goodman
We use self-report and electrodermal activity (EDA) wearable sensor data from 77 nights of sleep on six participants to test the efficacy of EDA data for sleep monitoring. We used…