Rui Tan

Orcid: 0000-0001-8441-9973

Affiliations:
  • Nanyang Technological University, Singapore


According to our database1, Rui Tan authored at least 162 papers between 2008 and 2024.

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Bibliography

2024
Indoor Smartphone SLAM With Acoustic Echoes.
IEEE Trans. Mob. Comput., June, 2024

Green Data Center Cooling Control via Physics-guided Safe Reinforcement Learning.
ACM Trans. Cyber Phys. Syst., April, 2024

NNFacet: Splitting Neural Network for Concurrent Smart Sensors.
IEEE Trans. Mob. Comput., February, 2024

Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories.
ACM Trans. Sens. Networks, January, 2024

Learning-Based Auction for Matching Demand and Supply of Holographic Digital Twin Over Immersive Communications.
IEEE Trans. Multim., 2024

On Credibility of Adversarial Examples Against Learning-Based Grid Voltage Stability Assessment.
IEEE Trans. Dependable Secur. Comput., 2024

Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

FedCFC: On-Device Personalized Federated Learning with Closed-Form Continuous-Time Neural Networks.
Proceedings of the 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, 2024

2023
Orientation-Aware 3D SLAM in Alternating Magnetic Field from Powerlines.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction.
ACM Trans. Model. Comput. Simul., October, 2023

Configuration-Adaptive Wireless Visual Sensing System With Deep Reinforcement Learning.
IEEE Trans. Mob. Comput., September, 2023

LMAC: Efficient Carrier-Sense Multiple Access for LoRa.
ACM Trans. Sens. Networks, May, 2023

Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor.
ACM Trans. Sens. Networks, February, 2023

Touch-to-Access Device Authentication For Indoor Smart Objects.
IEEE Trans. Mob. Comput., 2023

Correction to "Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices".
IEEE Internet Things J., 2023

TouchKey: Touch to Generate Symmetric Keys by Skin Electric Potentials Induced by Powerline Radiation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023

MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Practically Adopting Human Activity Recognition.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Interpersonal Distance Tracking with mmWave Radar and IMUs.
Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

Effects of Learning-Based Action-Space Attacks on Autonomous Driving Agents.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

BubCam: A Vision System for Automated Quality Inspection at Manufacturing Lines.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Phyllis: Physics-Informed Lifelong Reinforcement Learning for Data Center Cooling Control.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Uncertainty-Encoded Multi-Modal Fusion for Robust Object Detection in Autonomous Driving.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Susceptibility of Autonomous Driving Agents to Learning-Based Action-Space Attacks.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

Physics-Informed Machine Learning Model Generalization in AIoT: Opportunites and Challenges.
Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

Towards Efficient Personalized Driver Behavior Modeling with Machine Unlearning.
Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

2022
Air Free-Cooled Tropical Data Center: Design, Evaluation, and Learned Lessons.
IEEE Trans. Sustain. Comput., 2022

Vulnerability Analysis, Robustness Verification, and Mitigation Strategy for Machine Learning-Based Power System Stability Assessment Model Under Adversarial Examples.
IEEE Trans. Smart Grid, 2022

DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples.
ACM Trans. Sens. Networks, 2022

Attack-aware Synchronization-free Data Timestamping in LoRaWAN.
ACM Trans. Sens. Networks, 2022

Real-Time Cooling Power Attribution for Co-Located Data Center Rooms with Distinct Temperatures and Humidities.
ACM Trans. Cyber Phys. Syst., 2022

LIMU-BERT: Unleashing the Potential of Unlabeled Data for IMU Sensing Applications.
GetMobile Mob. Comput. Commun., 2022

ILLOC: In-Hall Localization with Standard LoRaWAN Uplink Frames.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

A data-assisted first-principle approach to modeling server outlet temperature in air free-cooled data centers.
Future Gener. Comput. Syst., 2022

Holographic-Type Communication for Digital Twin: A Learning-based Auction Approach.
CoRR, 2022

Indoor Smartphone SLAM with Learned Echoic Location Features.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

PriMask: Cascadable and Collusion-Resilient Data Masking for Mobile Cloud Inference.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Telesonar: Robocall Alarm System by Detecting Echo Channel and Breath Timing.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Demo Abstract: 3D Simultaneous localization and Mapping with Power Network Electromagnetic Radiation.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

Toward Physics-Guided Safe Deep Reinforcement Learning for Green Data Center Cooling Control.
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

Sardino: Ultra-Fast Dynamic Ensemble for Secure Visual Sensing at Mobile Edge.
Proceedings of the 2022 International Conference on Embedded Wireless Systems and Networks, 2022

2021
Mixed Numerology Interference Recognition Approach for 5G NR.
IEEE Wirel. Commun. Lett., 2021

Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems.
IEEE Trans. Smart Grid, 2021

Deep Reinforcement Learning for Tropical Air Free-cooled Data Center Control.
ACM Trans. Sens. Networks, 2021

On Lightweight Privacy-preserving Collaborative Learning for Internet of Things by Independent Random Projections.
ACM Trans. Internet Things, 2021

Joint IT-Facility Optimization for Green Data Centers via Deep Reinforcement Learning.
IEEE Netw., 2021

Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices.
IEEE Internet Things J., 2021

When LoRa Meets EMR: Electromagnetic Covert Channels Can Be Super Resilient.
Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

Infrastructure-Free Smartphone Indoor Localization Using Room Acoustic Responses.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

EFCam: Configuration-Adaptive Fog-Assisted Wireless Cameras with Reinforcement Learning.
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

Improving Quality Control with Industrial AIoT at HP Factories: Experiences and Learned Lessons.
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

An Electromagnetic Covert Channel based on Neural Network Architecture.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Split Convolutional Neural Networks for Distributed Inference on Concurrent IoT Sensors.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

2020
Moving Target Defense Approach to Detecting Stuxnet-Like Attacks.
IEEE Trans. Smart Grid, 2020

Efficient Compute-Intensive Job Allocation in Data Centers via Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., 2020

Resilience Bounds of Network Clock Synchronization with Fault Correction.
ACM Trans. Sens. Networks, 2020

Cost and Pricing of Differential Privacy in Demand Reporting for Smart Grids.
IEEE Trans. Netw. Sci. Eng., 2020

Stealthy Actuator Signal Attacks in Stochastic Control Systems: Performance and Limitations.
IEEE Trans. Autom. Control., 2020

A schedule randomization policy to mitigate timing attacks in WirelessHART networks.
Real Time Syst., 2020

Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls.
IEEE J. Sel. Areas Commun., 2020

Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference.
IEEE Internet Things J., 2020

Covert Device Association Among Colluding Apps via Edge Processor Workload.
IEEE Internet Things J., 2020

Real-time QoS Routing Scheme in SDN-based Robotic Cyber-Physical Systems.
CoRR, 2020

Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach.
CoRR, 2020

Covert Association of Applications on Edge Devices by Processor Workload.
CoRR, 2020

Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Real-Time Cooling Power Attribution for Co-Located Data Center Rooms with Distinct Temperatures.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Experiences and Learned Lessons from an Air Free-Cooled Tropical Data Center Testbed.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

LMAC: efficient carrier-sense multiple access for LoRa.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Attack-Aware Data Timestamping in Low-Power Synchronization-Free LoRaWAN.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019
Enhanced Hidden Moving Target Defense in Smart Grids.
IEEE Trans. Smart Grid, 2019

Performance and Resilience of Cyber-Physical Control Systems With Reactive Attack Mitigation.
IEEE Trans. Smart Grid, 2019

One-Hop Out-of-Band Control Planes for Multi-Hop Wireless Sensor Networks.
ACM Trans. Sens. Networks, 2019

Energy-Efficient Multipath TCP for Quality-Guaranteed Video Over Heterogeneous Wireless Networks.
IEEE Trans. Multim., 2019

Wearables Clock Synchronization Using Skin Electric Potentials.
IEEE Trans. Mob. Comput., 2019

Streaming High-Definition Real-Time Video to Mobile Devices with Partially Reliable Transfer.
IEEE Trans. Mob. Comput., 2019

Resilient Clock Synchronization Using Power Grid Voltage.
ACM Trans. Cyber Phys. Syst., 2019

SlotSwapper: a schedule randomization protocol for real-time WirelessHART networks.
SIGBED Rev., 2019

Lightweight and Unobtrusive Privacy Preservation for Remote Inference via Edge Data Obfuscation.
CoRR, 2019

Challenges of Privacy-Preserving Machine Learning in IoT.
CoRR, 2019

Mobile Edge Computing, Blockchain and Reputation-based Crowdsourcing IoT Federated Learning: A Secure, Decentralized and Privacy-preserving System.
CoRR, 2019

Moving Target Defense for Deep Visual Sensing against Adversarial Examples.
CoRR, 2019

Secure Data Timestamping in Synchronization-Free LoRaWAN.
CoRR, 2019

On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects.
CoRR, 2019

Learning-Based Time Delay Attack Characterization for Cyber-Physical Systems.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Moving target defense for embedded deep visual sensing against adversarial examples.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Control of Air Free-Cooled Data Centers in Tropics via Deep Reinforcement Learning.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Managing Industrial Communication Delays with Software-Defined Networking.
Proceedings of the 25th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2019

Towards Touch-to-Access Device Authentication Using Induced Body Electric Potentials.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

SoftLoRa - a LoRa-based platform for accurate and secure timing: poster abstract.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

On lightweight privacy-preserving collaborative learning for internet-of-things objects.
Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Toward Efficient Compute-Intensive Job Allocation for Green Data Centers: A Deep Reinforcement Learning Approach.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Assessing and mitigating impact of time delay attack: a case study for power grid frequency control.
Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

Differentially Private Collaborative Learning for the IoT Edge.
Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

LoRa-Based Localization: Opportunities and Challenges.
Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

2018
Exploiting Electrical Grid for Accurate and Secure Clock Synchronization.
ACM Trans. Sens. Networks, 2018

Natural Timestamps in Powerline Electromagnetic Radiation.
ACM Trans. Sens. Networks, 2018

Modeling and Detecting False Data Injection Attacks against Railway Traction Power Systems.
ACM Trans. Cyber Phys. Syst., 2018

Deep Room Recognition Using Inaudible Echos.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

A testbed and data yields for studying data center energy efficiency and reliability.
Proceedings of the First Workshop on Data Acquisition To Analysis, 2018

Detecting Wireless Spy Cameras Via Stimulating and Probing.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Simultaneous Localization and Mapping with Power Network Electromagnetic Field.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Resilience Bounds of Sensing-Based Network Clock Synchronization.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

2017
Unsupervised Residential Power Usage Monitoring Using a Wireless Sensor Network.
ACM Trans. Sens. Networks, 2017

A Joint Data Compression and Encryption Approach for Wireless Energy Auditing Networks.
ACM Trans. Sens. Networks, 2017

ORBIT: A Platform for Smartphone-Based Data-Intensive Sensing Applications.
IEEE Trans. Mob. Comput., 2017

Modeling and Mitigating Impact of False Data Injection Attacks on Automatic Generation Control.
IEEE Trans. Inf. Forensics Secur., 2017

Collaborative Load Management with Safety Assurance in Smart Grids.
ACM Trans. Cyber Phys. Syst., 2017

Application-Layer Clock Synchronization for Wearables Using Skin Electric Potentials Induced by Powerline Radiation.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Natural timestamping using electrical power grid: demo abstract.
Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Natural timestamping using powerline electromagnetic radiation.
Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Cost of differential privacy in demand reporting for smart grid economic dispatch.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Optimal Attack against Cyber-Physical Control Systems with Reactive Attack Mitigation.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Hidden Moving Target Defense in Smart Grids.
Proceedings of the 2nd Workshop on Cyber-Physical Security and Resilience in Smart Grids, 2017

Taming Asymmetric Network Delays for Clock Synchronization Using Power Grid Voltage.
Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017

2016
Energy-Efficient Aquatic Environment Monitoring Using Smartphone-Based Robots.
ACM Trans. Sens. Networks, 2016

Monitoring Aquatic Debris Using Smartphone-Based Robots.
IEEE Trans. Mob. Comput., 2016

Exploiting Power Grid for Accurate and Secure Clock Synchronization in Industrial IoT.
Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016

Poster: Taming Asymmetric Delays for Network Time Protocol Using Electric Grid Frequency.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

On applying fault detectors against false data injection attacks in cyber-physical control systems.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Optimal False Data Injection Attack against Automatic Generation Control in Power Grids.
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

On False Data Injection Attacks Against Railway Traction Power Systems.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016

A Simulation Study on Smart Grid Resilience under Software-Defined Networking Controller Failures.
Proceedings of the 2nd ACM International Workshop on Cyber-Physical System Security, 2016

2015
A Sensor System for High-Fidelity Temperature Distribution Forecasting in Data Centers.
ACM Trans. Sens. Networks, 2015

Integrity Attacks on Real-Time Pricing in Electric Power Grids.
ACM Trans. Inf. Syst. Secur., 2015

JICE: Joint data compression and encryption for wireless energy auditing networks.
Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

Samba: a smartphone-based robot system for energy-efficient aquatic environment monitoring.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

ORBIT: a smartphone-based platform for data-intensive embedded sensing applications.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Software-Defined Networking for Smart Grid Resilience: Opportunities and Challenges.
Proceedings of the 1st ACM Workshop on Cyber-Physical System Security, 2015

2014
Spatiotemporal Aquatic Field Reconstruction Using Cyber-Physical Robotic Sensor Systems.
ACM Trans. Sens. Networks, 2014

Profiling Aquatic Diffusion Process UsingRobotic Sensor Networks.
IEEE Trans. Mob. Comput., 2014

PTEC: A System for Predictive Thermal and Energy Control in Data Centers.
Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Aquatic debris monitoring using smartphone-based robotic sensors.
Proceedings of the IPSN'14, 2014

Safety-assured collaborative load management in smart grids.
Proceedings of the ACM/IEEE International Conference on Cyber-Physical Systems, 2014

2013
System-level calibration for data fusion in wireless sensor networks.
ACM Trans. Sens. Networks, 2013

Fusion-based volcanic earthquake detection and timing in wireless sensor networks.
ACM Trans. Sens. Networks, 2013

Supero: A sensor system for unsupervised residential power usage monitoring.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Go with the flow: toward workflow-oriented security assessment.
Proceedings of the New Security Paradigms Workshop, 2013

Volcanic earthquake timing using wireless sensor networks.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

Impact of integrity attacks on real-time pricing in smart grids.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2012
Fidelity-Aware Utilization Control for Cyber-Physical Surveillance Systems.
IEEE Trans. Parallel Distributed Syst., 2012

Exploiting Data Fusion to Improve the Coverage of Wireless Sensor Networks.
IEEE/ACM Trans. Netw., 2012

Adaptive calibration for fusion-based cyber-physical systems.
ACM Trans. Embed. Comput. Syst., 2012

Spatiotemporal Aquatic Field Reconstruction Using Robotic Sensor Swarm.
Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

A High-Fidelity Temperature Distribution Forecasting System for Data Centers.
Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

Accuracy-aware aquatic diffusion process profiling using robotic sensor networks.
Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

2011
Performance Analysis of Real-Time Detection in Fusion-Based Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2011

Sensor Placement Algorithms for Fusion-Based Surveillance Networks.
IEEE Trans. Parallel Distributed Syst., 2011

2010
Mobile Scheduling for Spatiotemporal Detection in Wireless Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2010

Exploiting Reactive Mobility for Collaborative Target Detection in Wireless Sensor Networks.
IEEE Trans. Mob. Comput., 2010

System-Level Calibration for Fusion-Based Wireless Sensor Networks.
Proceedings of the 31st IEEE Real-Time Systems Symposium, 2010

Quality-Driven Volcanic Earthquake Detection Using Wireless Sensor Networks.
Proceedings of the 31st IEEE Real-Time Systems Symposium, 2010

Analysis of Quality of Surveillance in fusion-based sensor networks.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

Adaptive Calibration for Fusion-based Wireless Sensor Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009
Impact of Data Fusion on Real-Time Detection in Sensor Networks.
Proceedings of the 30th IEEE Real-Time Systems Symposium, 2009

Data fusion improves the coverage of wireless sensor networks.
Proceedings of the 15th Annual International Conference on Mobile Computing and Networking, 2009

2008
Fast Sensor Placement Algorithms for Fusion-Based Target Detection.
Proceedings of the 29th IEEE Real-Time Systems Symposium, 2008

Collaborative Target Detection in Wireless Sensor Networks with Reactive Mobility.
Proceedings of the 16th International Workshop on Quality of Service, 2008


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