77 citations · 387 across the 24 of their papers we have counts for
25 papers
Attack-Aware Synchronization-Free Data Timestamping in 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…
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…
Deep Reinforcement Learning for Tropical Air Free-Cooled Data Center Control
Duc Van Le, Rongrong Wang, Yingbo Liu +3
Air free-cooled data centers (DCs) have not existed in the tropical zone due to the unique challenges of year-round high ambient temperature and relative humidity (RH). The increas…
On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections
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…
Resilience Bounds of Network Clock Synchronization with Fault Correction
Linshan Jiang, Rui Tan, Arvind Easwaran
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…
Managing Industrial Communication Delays with Software-Defined Networking
Rutvij H. Jhaveri, Rui Tan, Arvind Easwaran +1
Recent technological advances have fostered the development of complex industrial cyber-physical systems which demand real-time communication with delay guarantees. The consequence…
Real-time QoS Routing Scheme in SDN-based Robotic Cyber-Physical Systems
Rutvij H. Jhaveri, Rui Tan, Sagar V. Ramani
Industrial cyber-physical systems (CPS) have gained enormous attention of manufacturers in recent years due to their automation and cost reduction capabilities in the fourth indust…
Covert Association of Applications on Edge Devices by Processor Workload
Hangtai Li, Yingbo Liu, Rui Tan
The scheme of application (app) distribution systems involving incentivized third-party app vendors is a desirable option for the emerging edge computing systems. However, such a s…
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)…
Resilience Bounds of Sensing-Based Network Clock Synchronization
Rui Tan, Linshan Jiang, Arvind Easwaran +1
Recent studies exploited external periodic synchronous signals to synchronize a pair of network nodes to address a threat of delaying the communications between the nodes. However,…
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…
One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks
Chaojie Gu, Rui Tan, Xin Lou +1
Separation of control and data planes (SCDP) is a desirable paradigm for low-power multi-hop wireless networks requiring high network performance and manageability. Existing SCDP n…
Application-Layer Clock Synchronization for Wearables Using Skin Electric Potentials Induced by Powerline Radiation
Zhenyu Yan, Yang Li, Rui Tan +1
Design of clock synchronization for networked nodes faces a fundamental trade-off between synchronization accuracy and universality for heterogeneous platforms, because a high sync…
Modeling and Detecting False Data Injection Attacks against Railway Traction Power Systems
Subhash Lakshminarayana, Teo Zhan Teng, Rui Tan +1
Modern urban railways extensively use computerized sensing and control technologies to achieve safe, reliable, and well-timed operations. However, the use of these technologies may…
Optimal Attack against Cyber-Physical Control Systems with Reactive Attack Mitigation
Subhash Lakshminarayana, Teo Zhan Teng, David K. Y. Yau +1
This paper studies the performance and resilience of a cyber-physical control system (CPCS) with attack detection and reactive attack mitigation. It addresses the problem of derivi…