49 citations · 79 across the 5 of their papers we have counts for
6 papers
PriMask: Cascadable and Collusion-Resilient Data Masking for Mobile Cloud Inference
Linshan Jiang, Qun Song, Rui Tan +1
Mobile cloud offloading is indispensable for inference tasks based on large-scale deep models. However, transmitting privacy-rich inference data to the cloud incurs concerns. This…
Indoor Smartphone SLAM with Learned Echoic Location Features
Wenjie Luo, Qun Song, Zhenyu Yan +2
Indoor self-localization is a highly demanded system function for smartphones. The current solutions based on inertial, radio frequency, and geomagnetic sensing may have degraded p…
PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems
Wenjie Luo, Zhenyu Yan, Qun Song +1
Run-time domain shifts from training-phase domains are common in sensing systems designed with deep learning. The shifts can be caused by sensor characteristic variations and/or di…
Moving Target Defense for Deep Visual Sensing against Adversarial Examples
Qun Song, Zhenyu Yan, Rui Tan
Deep learning based visual sensing has achieved attractive accuracy but is shown vulnerable to adversarial example attacks. Specifically, once the attackers obtain the deep model,…
Towards Touch-to-Access Device Authentication Using Induced Body Electric Potentials
Zhenyu Yan, Qun Song, Rui Tan +2
This paper presents TouchAuth, a new touch-to-access device authentication approach using induced body electric potentials (iBEPs) caused by the indoor ambient electric field that…
Deep Room Recognition Using Inaudible Echos
Qun Song, Chaojie Gu, Rui Tan
Recent years have seen the increasing need of location awareness by mobile applications. This paper presents a room-level indoor localization approach based on the measured room's…