IoTDI 2021

Accepted Papers

1. DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones
   Authors: Ang Li (Duke University); Jiayi Guo (Tsinghua University); Huanrui Yang (Duke University); Flora Dilys Salim (RMIT University); Yiran Chen (Duke University)
2. EdgeML: An AutoML Framework for Real-Time Deep Learning on the Edge
   Authors: Zhihe Zhao (The Chinese University of Hong Kong, Duke University); Kai Wang, Neiwen Ling, Guoliang Xing (The Chinese University of Hong Kong)
3. Rim: Offloading Inference to the Edge
   Authors: Yitao Hu, Weiwu Pang, Xiaochen Liu, Rajrup Ghosh (University of Southern California); Bongjun Ko, Wei-Han Lee (IBM Research); Ramesh Govindan (University of Southern California)
4. MLIoT: An End-to-End Machine Learning System for the Internet-of-Things
   Authors: Sudershan Boovaraghavan, Anurag Maravi, Prahaladha Mallela, Yuvraj Agarwal (Carnegie Mellon University)
5. Design and Optimization of Traffic-Aware TSCH Scheduling for Mobile 6TiSCH Networks
   Authors: Omid Tavallaie (The University of Sydney); Javid Taheri (Karlstad University); Albert Y. Zomaya (The University of Sydney)
6. SecDeep: Secure and Performant On-device Deep LearningInference Framework for Mobile and IoT Devices
   Authors: Renju Liu (University of California, Los Angeles); Luis Garcia (University of Southern California Information Sciences Institute); Zaoxing Liu (Boston University); Botong Ou, Mani Srivastava (University of California, Los Angeles)
7. Harnessing Human Variability in Personalized IoT Applications: Human-in-the-Loop Fairness-aware Reinforcement Learning Approach
   Authors: Salma Elmalaki (University of California, UCI)
8. SmartParcels: Cross-Layer IoT Planning for Smart Communities
   Authors: Tung-Chun Chang (University of California, Irvine); Georgios Bouloukakis (Telecom SudParis, France); Chia-Ying Hsieh, Cheng-Hsin Hsu (National Tsing Hua University); Nalini Venkatasubramanian (University of California, Irvine, USA)
9. SoftBLE: An SDN Framework for BLE-based IoT Networks
   Authors: Mehdi Jafarizadeh, Xingzhi Liu, Rong Zheng (McMaster University)
10. On the Energy Costs of Post-Quantum KEMs in TLS-based Low-Power Secure IoT
    Authors: Maximilian Schoffel, Frederik Lauer, Carl C. Rheinlander, Norbert Wehn (University of Kaiserslautern)
11. DeepSQA: Understanding Sensor Data via Question Answering
    Authors: Tianwei Xing (University of California, Los Angeles); Luis Garcia (University of Southern California, Information Sciences Institute); Federico Cerutti (University of Brescia); Lance Kaplan (U.S. Army Research Laboratory); Alun Preece (Cardiff University); Mani Srivastava (University of California, Los Angeles)
12. Lux: Enabling Ephemeral Authorization for Display-Limited IoT Devices
    Authors: Logan Blue (University of Florida); Samuel Marchal (F-Secure Corporation & Aalto University); Patrick Traynor (University of Florida); N. Asokan (University of Waterloo & Aalto University)
13. RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography
    Authors: Ruixuan Dai, Chenyang Lu, Michael Avidan, Thomas Kannampallil (Washington University in St. Louis)
14. milliEye: a Lightweight mmWave Radar and Camera Fusion System for Robust Object Detection
    Authors: Xian Shuai (The Chinese University of Hong Kong); Yulin Shen (University of Electronic Science and Technology of China); Yi Tang, Shuyao Shi (The Chinese University of Hong Kong); Luping Ji (University of Electronic Science and Technology of China); Guoliang Xing (The Chinese University of Hong Kong)
15. Sentinel: A Robust Intrusion Detection System for IoT Networks Using Kernel-Level System Information
    Authors: Adrien Cosson (Pennsylvania State University); Amit Kumar SIkder, Leonardo Babun (Florida International University); Z. Berkay Celik (Purdue University); Patrick McDaniel (Penn State University); A. Selcuk Uluagac (Florida International University)
16. ObscureNet: Learning Attribute-invariant Latent Representation for Anonymizing Sensor Data
    Authors: Omid Hajihassani, Omid Ardakanian (University of Alberta); Hamzeh Khazaei (York University)
17. CurrentSense: A novel approach for fault and drift detection in environmental IoT sensors
    Authors: Sumukh Marathe, Akshay Nambi, Manohar Swaminathan (Microsoft Research); Ronak Sutaria (Respirer Systems)
18. Black-Box IoT: Authentication and Distributed Storage of IoT Data from Constrained Sensors
    Authors: Panagiotis Chatzigiannis, Foteini Baldimtsi (George Mason University); Constantinos Kolias (University of Idaho); Angelos Stavrou (Virginia Tech)
19. When Video meets Inertial Sensors: Zero-shot Domain Adaptation for Finger Motion Analytics with Inertial Sensors
    Authors: Yilin Liu, Shijia Zhang, Mahanth Gowda (Penn State University)