Xiali Hei

Orcid: 0000-0002-2438-5430

Affiliations:
  • University of Louisiana at Lafayette, LA, USA
  • Frostburg State University, MD, USA (former)
  • Delaware State University, Dover, DE, USA (former)
  • Temple University, Philadelphia, PA, USA (PhD 2014)


According to our database1, Xiali Hei authored at least 46 papers between 2010 and 2024.

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Timeline

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Bibliography

2024
A reliable diabetic retinopathy grading via transfer learning and ensemble learning with quadratic weighted kappa metric.
BMC Medical Informatics Decis. Mak., December, 2024

Facebook Report on Privacy of fNIRS data.
CoRR, 2024

2023
Auto DP-SGD: Dual Improvements of Privacy and Accuracy via Automatic Clipping Threshold and Noise Multiplier Estimation.
CoRR, 2023

Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment.
CoRR, 2023

Auditory Eyesight: Demystifying μs-Precision Keystroke Tracking Attacks on Unconstrained Keyboard Inputs.
Proceedings of the 32nd USENIX Security Symposium, 2023

Kernel-Segregated Transpose Convolution Operation.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Privacy-Preserving Deep Learning Model for Covid-19 Disease Detection.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Towards Adversarial Process Control on Inertial Sensor Systems with Physical Feedback Side Channels.
Proceedings of the 5th Workshop on CPS&IoT Security and Privacy, 2023

A Small Leak Will Sink Many Ships: Vulnerabilities Related to mini-programs Permissions.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022
XMAM: X-raying Models with A Matrix to Reveal Backdoor Attacks for Federated Learning.
CoRR, 2022

Towards Adversarial Control Loops in Sensor Attacks: A Case Study to Control the Kinematics and Actuation of Embedded Systems.
CoRR, 2022

Unified Fake News Detection using Transfer Learning of Bidirectional Encoder Representation from Transformers model.
CoRR, 2022

aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA.
Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

2021
Stacked LSTM based deep recurrent neural network with kalman smoothing for blood glucose prediction.
BMC Medical Informatics Decis. Mak., 2021

A Survey on Limitation, Security and Privacy Issues on Additive Manufacturing.
CoRR, 2021

A Low-Cost Attack against the hCaptcha System.
Proceedings of the IEEE Security and Privacy Workshops, 2021

Transduction Shield: A Low-Complexity Method to Detect and Correct the Effects of EMI Injection Attacks on Sensors.
Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020
IEEE Access Special Section: Security Analytics and Intelligence for Cyber Physical Systems.
IEEE Access, 2020

An Object Detection based Solver for Google's Image reCAPTCHA v2.
Proceedings of the 23rd International Symposium on Research in Attacks, 2020

2019
An outlier detection scheme for dynamical sequential datasets.
Commun. Stat. Simul. Comput., 2019

Typer vs. CAPTCHA: Private information based CAPTCHA to defend against crowdsourcing human cheating.
CoRR, 2019

Trick or Heat? Attack on Amplification Circuits to Abuse Critical Temperature Control Systems.
CoRR, 2019

Efficient Training Support Vector Clustering With Appropriate Boundary Information.
IEEE Access, 2019

Feature Fusion and Voiceprint-Based Access Control for Wireless Insulin Pump Systems.
IEEE Access, 2019

A Quantitative Approach for Medical Imaging Device Security Assessment.
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Trick or Heat?: Manipulating Critical Temperature-Based Control Systems Using Rectification Attacks.
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018
Sequential Outlier Criterion for Sparsification of Online Adaptive Filtering.
IEEE Trans. Neural Networks Learn. Syst., 2018

Injected and Delivered: Fabricating Implicit Control over Actuation Systems by Spoofing Inertial Sensors.
Proceedings of the 27th USENIX Security Symposium, 2018

Voiceprint-Based Access Control for Wireless Insulin Pump Systems.
Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

A Visible Light Channel Based Access Control Scheme for Wireless Insulin Pump Systems.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Enabling Fair Spectrum Sharing between Wi-Fi and LTE-Unlicensed.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
SHIPHER: A new family of light-weight block ciphers based on dynamic operators.
Proceedings of the IEEE International Conference on Communications, 2017

2016
You Cannot Sense My PINs: A Side-Channel Attack Deterrent Solution Based on Haptic Feedback on Touch-Enabled Devices.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Patient Infusion Pattern based Access Control Schemes for Wireless Insulin Pump System.
IEEE Trans. Parallel Distributed Syst., 2015

Musical examination to bridge audio data and sheet music.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2015, 2015

Energy-aware real-time scheduling on Heterogeneous Multi-Processor.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2014
SHipher: Families of Block Ciphers based on SubSet-Sum Problem.
IACR Cryptol. ePrint Arch., 2014

Multi-part file encryption for electronic health records cloud.
Proceedings of the 4th ACM MobiHoc workshop on Pervasive wireless healthcare, 2014

Poster: near field communication based access control for wireless medical devices.
Proceedings of the Fifteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2014

2013
Security for Wireless Implantable Medical Devices.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-7153-0, 2013

PIPAC: Patient infusion pattern based access control scheme for wireless insulin pump system.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Two vulnerabilities in Android OS kernel.
Proceedings of IEEE International Conference on Communications, 2013

2012
A distributed login framework for semi-structured Peer-to-Peer networks.
Proceedings of IEEE International Conference on Communications, 2012

Two matrices for Blakley's secret sharing scheme.
Proceedings of IEEE International Conference on Communications, 2012

2011
Biometric-based two-level secure access control for Implantable Medical Devices during emergencies.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010
Defending Resource Depletion Attacks on Implantable Medical Devices.
Proceedings of the Global Communications Conference, 2010


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