Conference:

• TBA

Journal:

• XMAM:X-raying Models with A Matrix to Reveal Backdoor Attacks for Federated Learning. Jianyi Zhang, Fengjiao Zhang, Qichao Jin, Zhiqiang Wang, Kang Xie, and Xiali Hei. Published by Digital Communications and Networks. paper
• A Unified Training Process for Fake News Detection based on Fine-Tuned BERT Model. Vijay Srinivas Tida, Sonya Hsu, and Xiali Hei. Accepted by Big Data. paper
• Physics-informed Neural Networks Based on Long Short-term Memory and Attention Mechanism for Solving Partial Differential Equations in Porous Media. Liqun Shan, Chengqian Liu, Yanchang Liu, Yazhou Tu, Linyu Lin, and Xiali Hei. Published by Advances in Geo-Energy Research. Impact Factor: 6.96.

Conference:

• aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA Md Imran Hossen, Xiali Hei Accepted by IEEE European Symposium on Security and Privacy 2022. paper bibtex
• Privacy-Preserving Deep Learning Model for Covid-19 Disease Detection Vijay Srinivas Tida, Sai Venkatesh Chilukoti, Sonya Hsu, and Xiali Hei. Accepted by HICSS-56: Hawaii International Conference on System Sciences, 2023
• Kernel-Segregated Transpose Convolution Operation Vijay Srinivas Tida, Sai Venkatesh Chilukoti, Sonya Hsu, and Xiali Hei. Accepted by HICSS-56: Hawaii International Conference on System Sciences, 2023. paper

Journal:

• Rock CT Image Super-Resolution Using Residual Dual-Channel Attention Generative Adversarial Network.

Liqun Shan, Chengqian Liu, Yanchang Liu, Weifang Kong, and Xiali Hei. Published by MDPI Energies. paper bibtex

Conference:

• Transduction Shield: A Low-Complexity Method to Detect and Correct the Effects of EMI Injection Attacks on Sensors.
  Yazhou Tu, Vijay Srinivas Tida, Zhongqi Pan, and Xiali Hei.
  In Proc. of ACM ASIACCS 2021. paper bibtex
• A Low-Cost Attack against the hCaptcha System. Md Imran Hossen, Xiali Hei Accepted by WOOT 2021 conjunction with IEEE S&P 2021. paper bibtex

Journal:

• Stacked LSTM Based Deep Recurrent Neural Network with Kalman Smoothing for Blood Glucose Prediction. Md Fazle Rabby, Yazhou Tu, Md Imran Hossen, Insup Lee, Anthony S Maida, Xiali Hei. BMC Medical Informatics and Decision Making. paper bibtex

Conference:

• An Object Detection based Solver for Google’s Image reCAPTCHA v2.
  Yazhou Tu, Sara Rampazzi, Bin Hao, Angel Rodriguez, Kevin Fu, and Xiali Hei.
  In Proc. of USENIX RAID 2020. paper  bibtex
• Model and Strategies on Reopening Lockdown Societies due to COVID-19. Binheng Song, Xiali Hei. paper bibtex

Journal:

1. Maximized Privacy-Preserving Outsourcing on Support Vector Clustering.
   Yuan Ping, Bin Hao, Xiali Hei, Jie Wu, Baocang Wang.
   Electronics. 2020. paper bibtex

Conference:

• Trick or Heat? Manipulating Critical Temperature-Based Control Systems Using Rectification Attacks. 
  Yazhou Tu, Sara Rampazzi, Bin Hao, Angel Rodriguez, Kevin Fu, and Xiali Hei.
  In Proc. of ACM CCS 2019. paper  bibtex (acceptance rate:73/724=10%)
• A Quantitative Approach for Medical Imaging Device Security Assessment.
  Pingchuan Ma, Zhiqiang Wang, Xiali Hei, Xiaoxiang Zou, Jianyi Zhang, Qixu Liu, Xin Lyu, and Zihan Zhuo.
  2019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks–Supplemental Volume (DSN-S). paper bibtex
• Typer vs. CAPTCHA: Private information based CAPTCHA to defend against crowdsourcing human cheating.
  Jianyi Zhang, Xiali Hei, Zhiqiang Wang. paper bibtex

Journal:

1. Feature Fusion and Voiceprint Based Access Control for Wireless Insulin Pump Systems.
   Yuan Ping, Bin Hao, Xiali Hei, Yazhou Tu, Xiaojiang Du, and Jie Wu.
   IEEE Access. 2019. Impact Factor: 4.098, paper bibtex
2. An outlier detection scheme for dynamical sequential datasets.
   Shiliang Zhang, Hui Cao, Zonglin Ye, Yanbin Zhang, Xiali Hei.
   Journal Communications in Statistics-Simulation and Computation, 2018. Impact Factor: 0.66, paper bibtex
3. Efficient Training Support Vector Clustering With Appropriate Boundary Information
   Yuan Ping, Bin Hao, Huina Li, Yuping Lai, Chun Guo, Hui Ma, Baocang Wang, Xiali Hei.

   IEEE Access. 2019. Impact Factor: 4.098, paper  bibtex

Book Chapter:

1. Voice Liveness Detection for Medical Devices.
   Bin Hao, Xiali Hei.
   Design and Implementation of Healthcare Biometric Systems, 2019. paper bibtex

Conference:

1. Injected and Delivered: Fabricating Implicit Control over Actuation Systems by Spoofing Inertial Sensors. 
   Yazhou Tu, Zhiqiang Lin, Insup Lee, and Xiali Hei.
   In Proc. of USENIX SECURITY 2018. paper bibtex news (acceptance rate:100/524=19%)
2. A Voice Print based Access Control Scheme for Wireless Insulin Pump System.
   Bin Hao, Xiali Hei, Yazhou Tu, Xiaojiang Du, and Jie Wu.
   In Proc. of IEEE MASS 2018. paper bibtex
3. A Visible Light Channel based Access Control Scheme for Wireless Insulin Pump Systems.
   Jian Zhao, Kam Kong, Xiali Hei, Yazhou Tu and Xiaojiang Du.
   In Proc. of IEEE ICC 2018. paper bibtex
4. Enabling Fair Spectrum Sharing between Wi-Fi and LTE-Unlicensed.
   Kuo Chi, Longfei Wu, Xiaojiang Du, Guisheng Yin, Jie Wu, Bo Ji and Xiali Hei.
   In Proc. of IEEE ICC 2018. paper bibtex

Journal:

1. Sequential Outlier Criterion for Sparsification of Online Adaptive Filtering.
   Shiliang Zhang, Hui Cao, Shuo Yang, Yanbin Zhang, Xiali Hei.
   IEEE Transactions on Neural Networks and Learning Systems. 2018. Impact Factor: 6.108, paper bibtex

Conference:

• SHipher: Families of Block Ciphers based on customized operator.
  Xiali Hei, Binheng Song, and Caijin Ling.
  In Proc. of IEEE ICC 2017 paper bibtex
• A Countermeasure Against Face-Spoofing Attacks Using Interaction Video Framework.
  Kam Kong, Xiali Hei, Caijin Ling, Mohsen Guizani, and Hui Cao.
  Published at 2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC).paper bibtex

Journal

1. Data-Driven Optimization Framework for Nonlinear Model Predictive Control.
   Shiliang Zhang, Hui Cao, Yanbin Zhang, Lixin Jia, Zonglin Ye, Xiali Hei.
   Mathematical Problems in Engineering, 2017. Impact Factor: 0.802. paper bibtex
2. Double outlyingness analysis in quantitative spectral calibration: Implicit detection and intuitive categorization of outliers.
   Hui Cao, Yajie Yu, Yanbin Zhou, Xiali Hei.
   Chemometrics and Intelligent Laboratory Systems. Vol. 166: 23-36, 2017. Impact Factor:2.303. paper bibtex

Conference:

• You Cannot Sense My PINs: A Side Channel Attack Deterrent Solution for Touch-enabled Devices.
  Caijin Ling, Xiali Hei, Kam Kong, Michael Peays, and Mohsen Guizani.
  In Proc. of GLOBECOM 2016: 1-7. paper bibtex

Conference

• Musical examination to bridge audio data and sheet music.
  Xunyu Pan, Timothy J Cross, Liangliang Xiao, Xiali Hei.
  IS&T/SPIE Electronic Imaging. International Society for Optics and Photonics, 2015.
  paper bibtex
• Energy-aware real-time scheduling on Heterogeneous Multi-Processor.
  Gang Wang, Wenming Li, Xiali Hei.
  In Proc. of Information Sciences and Systems (CISS), 49th, 2015.paper bibtex

Conference

1. Multi-part file encryption for electronic health records cloud
   Xiali Hei, Shan Lin.
   In the Proceedings of the 4th ACM MobiHoc Workshop on Pervasive wireless healthcare, pp. 31-36, paper bibtex
2. Near field communication based access control for wireless medical devices
   Xiali Hei, Xiaojiang Du, Shan Lin.
   In the Proceedings of the 15th ACM international symposium on Mobile ad hoc networking and computing, pp. 423-424, Best Poster Runner-up Award! paper bibtex

Journal

1. Patient Infusion Pattern based Access Control Schemes for Wireless Insulin Pump System.
   Xiali Hei, Xiaojiang Du, Shan Lin, Insup Lee, Oleg Sokolsky.
   IEEE Transactions on Parallel and Distributed Systems, 2014. vol. 26, no. 11, pp. 3108-3121, paper bibtex

Dissertation

1. Security issues and defense methods for wireless medical devices
   Xiali Hei.
   Temple University. PDF. bibtex

Preprint

1. SHipher: Families of Block Ciphers based on SubSet-Sum Problem.
   Xiali Hei, Binheng Song.
   IACR Cryptology ePrint Archive. PDF bibtex