140 citations · 189 across the 5 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 6 cited
Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference
Dixing Xu, Mengyao Zheng, Linshan Jiang +3
Executing deep neural networks for inference on the server-class or cloud backend based on data generated at the edge of Internet of Things is desirable due primarily to the limite…
cs.CR2019★ 39 cited
Challenges of Privacy-Preserving Machine Learning in IoT
Mengyao Zheng, Dixing Xu, Linshan Jiang +3
The Internet of Things (IoT) will be a main data generation infrastructure for achieving better system intelligence. However, the extensive data collection and processing in IoT al…