77 citations · 387 across the 24 of their papers we have counts for
10 papers · 1 filter
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…
SlotSwapper: A Schedule Randomization protocol for Real-Time WirelessHART Networks
Ankita Samaddar, Arvind Easwaran, Rui Tan
Industrial process control systems are time-critical systems where reliable communications between sensors and actuators need to be guaranteed within strict deadlines to maintain s…
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…
Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices
Yang Zhao, Jun Zhao, Linshan Jiang +5
Home appliance manufacturers strive to obtain feedback from users to improve their products and services to build a smart home system. To help manufacturers develop a smart home sy…
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,…
Attack-Aware Data Timestamping in Low-Power Synchronization-Free LoRaWAN
Chaojie Gu, Linshan Jiang, Rui Tan +2
Low-power wide-area network technologies such as LoRaWAN are promising for collecting low-rate monitoring data from geographically distributed sensors, in which timestamping the se…
Performance and Resilience of Cyber-Physical Control Systems with Reactive Attack Mitigation
Subhash Lakshminarayana, Jabir Shabbir Karachiwala, Teo Zhan Teng +2
This paper studies the performance and resilience of a linear cyber-physical control system (CPCS) with attack detection and reactive attack mitigation in the context of power grid…
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…
On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects
Linshan Jiang, Rui Tan, Xin Lou +1
The Internet of Things (IoT) will be a main data generation infrastructure for achieving better system intelligence. This paper considers the design and implementation of a practic…
LoRa-Based Localization: Opportunities and Challenges
Chaojie Gu, Linshan Jiang, Rui Tan
Low-power wide-area network (LPWAN) technologies featuring long-range communication capability and low power consumption will be important for forming the Internet of Things (IoT)…