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8th IoTDI 2023: San Antonio, TX, USA

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Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2023, San Antonio, TX, USA, May 9-12, 2023. ACM 2023

Session I - Wearables

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Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno:
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. 1-12
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Li Liu, Zhichao Cao, Tianxing Li:
FaceTouch: Practical Face Touch Detection with a Multimodal Wearable System for Epidemiological Surveillance. 13-26
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Hao Zhou, Taiting Lu, Yilin Liu, Shijia Zhang, Runze Liu, Mahanth Gowda:
One Ring to Rule Them All: An Open Source Smartring Platform for Finger Motion Analytics and Healthcare Applications. 27-38
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Ruixuan Dai, Thomas George Kannampallil, Seunghwan Kim, Vera Thornton, Laura J. Bierut, Chenyang Lu:
Detecting Mental Disorders with Wearables: A Large Cohort Study. 39-51

Session II - Human Sensing

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Letian Zhang, Jie Xu:
E3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation. 52-65
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Yujiao Hao, Boyu Wang, Rong Zheng:
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild. 66-78
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Jason Wu, Ziqi Wang, Ankur Sarker, Mani B. Srivastava:
Acuity: Creating Realistic Digital Twins Through Multi-resolution Pointcloud Processing and Audiovisual Sensor Fusion. 79-92

Session III - Smart City and Infrastructure

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Arian Prabowo, Wei Shao, Hao Xue, Piotr Koniusz, Flora D. Salim:
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting. 93-104
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Yiqi Zhao, Ziyan An, Xuqing Gao, Ayan Mukhopadhyay, Meiyi Ma:
Fairguard: Harness Logic-based Fairness Rules in Smart Cities. 105-116
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Qi Li, Sander Schott, Dong Chen:
SolarDetector: Automatic Solar PV Array Identification using Big Satellite Imagery Data. 117-129
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Tayyaba Zainab, Jens Karstens, Olaf Landsiedel:
LightEQ: On-Device Earthquake Detection with Embedded Machine Learning. 130-143

Section IV - Sensing Location and Space

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Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava:
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. 144-157
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Darshana Rathnayake, Meeralakshmi Radhakrishnan, Inseok Hwang, Archan Misra:
LILOC: Enabling Precise 3D Localization in Dynamic Indoor Environments using LiDARs. 158-171
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Amjad Yousef Majid, R. Venkatesha Prasad, Mees Jonker, Casper van der Horst, Lucan De Groot, Sujay Narayana:
AI-based Simultaneous Audio Localization and Communication for Robots. 172-183
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Bashima Islam, Yubo Luo, Shahriar Nirjon:
Amalgamated Intermittent Computing Systems. 184-196

Session V - Federated and Cloud-Assisted AI

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Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen, Carlee Joe-Wong, Tianqiang Liu:
FedRule: Federated Rule Recommendation System with Graph Neural Networks. 197-208
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Qianlin Liang, Walid A. Hanafy, Noman Bashir, Ahmed Ali-Eldin, David E. Irwin, Prashant J. Shenoy:
Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. 209-221
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Anurag Ghosh, Srinivasan Iyengar, Stephen Lee, Anuj Rathore, Venkata N. Padmanabhan:
REACT: Streaming Video Analytics On The Edge With Asynchronous Cloud Support. 222-235
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Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. 236-248
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Allen-Jasmin Farcas, Myungjin Lee, Ramana Rao Kompella, Hugo Latapie, Gustavo de Veciana, Radu Marculescu:
MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning. 249-261

Session VI - Privacy and Security I

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Mojtaba Taherisadr, Stelios Andrew Stavroulakis, Salma Elmalaki:
adaPARL: Adaptive Privacy-Aware Reinforcement Learning for Sequential Decision Making Human-in-the-Loop Systems. 262-274
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Thomas Marchioro, Andrei Kazlouski, Evangelos P. Markatos:
Practical Crowdsourcing of Wearable IoT Data with Local Differential Privacy. 275-287
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Md. Adnan Arefeen, Zhouyu Li, Md. Yusuf Sarwar Uddin, Anupam Das:
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning. 288-300
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Jorge Eduardo Rivadeneira, María B. Jiménez, Radu Marculescu, André Rodrigues, Fernando Boavida, Jorge Sá Silva:
A Blockchain-Based Privacy-Preserving Model for Consent and Transparency in Human-Centered Internet of Things. 301-314

Session VII - Privacy and Security II

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Yinxin Wan, Xuanli Lin, Abdulhakim Sabur, Alena Chang, Kuai Xu, Guoliang Xue:
IoT System Vulnerability Analysis and Network Hardening with Shortest Attack Trace in a Weighted Attack Graph. 315-326
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Xiayan Ji, Hyon-Young Choi, Oleg Sokolsky, Insup Lee:
Incremental Anomaly Detection with Guarantee in the Internet of Medical Things. 327-339
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Saif E. Nouma, Attila A. Yavuz:
Practical Cryptographic Forensic Tools for Lightweight Internet of Things and Cold Storage Systems. 340-353
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Minmei Wang, Shouqian Shi, Xiaoxue Zhang, Song Han, Chen Qian:
LOIS: Low-cost Packet Header Protection for IoT Devices. 354-366

Session VIII - IoT Platforms and Networks

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Minghui Zhao, Stephen Xia, Jingping Nie, Kaiyuan Hou, Avik Dhupar, Xiaofan Jiang:
LegoSENSE: An Open and Modular Sensing Platform for Rapidly-Deployable IoT Applications. 367-380
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Tanmaey Gupta, Shubhankar Handa, Akshay Nambi:
Verified Telemetry: A General, Easy to use, Scalable and Robust Fault Detection SDK for IoT Sensors. 381-395
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Mahbubur Rahman, Abusayeed Saifullah:
Boosting Reliability and Energy-Efficiency in Indoor LoRa. 396-409
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Sezana Fahmida, Venkata Prashant Modekurthy, Mahbubur Rahman, Abusayeed Saifullah:
Handling Coexistence of LoRa with Other Networks through Embedded Reinforcement Learning. 410-423
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Tung-Chun Chang, Tirtha Banerjee, Nalini Venkatasubramanian, Robert York:
QuIC-IoT: Model-Driven Short-Term IoT Deployment for Monitoring Physical Phenomena. 424-437

Poster Abstracts

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Aniruddha Rakshit, Jayson Boubin:
Poster Abstract: Automatic Deployment Right-Sizing Through Hyperparameter Optimization. 438-439
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Tayyaba Zainab, Jens Karstens, Olaf Landsiedel:
Poster Abstract: Towards Distributed Machine Learning for Data Acquisition in Wireless Sensor Networks. 440-442
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Cody Beck, Mohammed Hammoud, Dawson Kirkland, Spencer Kleparek, Samia Tasnim:
Poster Abstract: IoT-based Child Safety Alert System. 443-445
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Ruipeng Zhang, Mengjun Xie:
A Knowledge Graph Question Answering Approach to IoT Forensics. 446-447
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Zhaohui Wang, Bo Luo, Fengjun Li:
Poster Abstract: SmartAppZoo: a Repository of SmartThings Apps for IoT Benchmarking. 448-449
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Qian Qu, Han Sun, Yu Chen:
Poster Abstract: Light-Weight Real-Time Senior Safety Monitoring using Digital Twins. 450-451
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Norah Albazzai, Omer F. Rana, Charith Perera:
Poster Abstract: Camera-Assisted Training of Non-Vision Sensors for Anomaly Detection. 452-453
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Eduardo Lichtenfels Riccio, Pavan Kumar Mangipudi, Janise McNair:
Poster Abstract: O-RAN Signaling Optimizations for Improved IoT Handover Performance in 5G Networks. 454-455
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Rabea Rogge, Lukas Schulthess, Christian Vogt, Michele Magno:
Poster Abstract: A Human Body Power Transfer System to Enable Battery-Less Sensor Nodes. 456-457
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Lia Cagnizi, Federico Reghenzani, William Fornaciari:
Poster Abstract: Run-time Dynamic WCET Estimation. 458-460
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Steven Marty, Kanika S. Dheman, Michele Magno:
Poster Abstract: Contactless Vital Sign Monitoring using Low-Power FMCW Radar. 461-463
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Farhad Mofidi, Sena Hounsinou, Gedare Bloom:
L-IDS: A lightweight hardware-assisted IDS for IoT systems to detect ransomware attacks. 464-465
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Denny Vishnu Puri Landika, Saige Dacuycuy, Yao Zheng:
Poster Abstract: Obstruction-Free Physiological Motion Sensing in NextG Networks with Intelligent Reflective Surfaces. 466-468
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Thomas Carroll, Albert Mo Kim Cheng:
Poster Abstract: Implementing Dynamic User Equilibrium in a Scaled City Environment with Duckietown and SUMO. 469-471
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Kyle Morman, David Dexter, Aaron Costin, Janise McNair:
Poster Abstract: An IoT Mesh Network for a Smart Refrigeration Monitoring System. 472-473
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Mohammad Helal Uddin, Sabur Baidya:
Optimizing Neural Network Efficiency with Hybrid Magnitude-Based and Node Pruning for Energy-efficient Computing in IoT. 474-476
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Abdulrahman Bukhari, Hyoseung Kim:
Poster Abstract: Learning-based Sensor Scheduling for Event Classification on Embedded Edge Devices. 477-478
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Lukas Schulthess, Philipp Mayer, Michele Magno:
Poster Abstract: Battery-free and Passive Wake-up Receiver for Underwater Communication. 479-480
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Lukas Schulthess, Tiago Salzmann, Christian Vogt, Michele Magno:
Poster Abstract: A LoRa-based Energy-Efficient Sensing System for Urban Computing. 481-482

Demo Abstracts

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Ann L. Fruhling, Aaron Yoder, Soundarya Jonnalagadda:
An IoT Dashboard Monitoring First Responders' Health and Environmental Data during HAZMAT Emergencies. 483-485
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Allen-Jasmin Farcas, Radu Marculescu:
Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity. 486-487
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Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno:
Demo Abstract: In-Ear-Voice - Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. 488-490
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Albert Mo Kim Cheng, Jude Nwankpa:
Demo Abstract: Implementing a COVID-19 Risk Assessment System for User-Informed Travel Planning in Harris County. 491-493
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Himansu Shaw, Albert Mo Kim Cheng:
Demo Abstract: Collaborative Real-Time Scheduling (CRTS) Algorithm for AGV Transportation System within a CPS Architecture. 494-495
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Fangqi Liu, Tung-Chun Chang, Kevin Liu, Cyrus Li, Sachin Krishan Thyaharajan, Sideshwar Jappeswaran Balasubramanian, Nalini Venkatasubramanian:
Demo Abstract: DOME - IoT-Based Monitoring Emergent Events for Wildland Fire Resilience. 496-498

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