About Me
I am a Ph.D. student researcher at the University of Pittsburgh, Laboratory of Education and Research on Security Assured Information Systems (LERSAIS), my Ph.D. advisor is Dr. James Joshi My research include but not limited to: Differential Privacy, Machine Learning, Trust and Privacy for Agentic-AI, Federated Learning, Riemannian Manifolds, Topological Analysis, etc.
I hold positions as a researcher at the European Information Technologies Certification Institute in Brussels, EU, and as a member of the Pittsburgh Quantum Institute. The Quantum Standards Group brings together a community of international experts in various fields who share a common interest in quantum technology and the development of industry specifications and standards.
In addition, I served as a reviewer for the 18th International Computer Conference on Wavelet Active Media Technology and Information Processing, track ICCWAMTIP2021, and as a guest editor for the Hindawi Journal. I served as the Web Chair for 2024 & 2025 IEEE International Conference on Collaboration and Internet Computing, 2024 & 2025 IEEE International Conference on Cognitive Machine Intelligence and 2024 & 2025IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications; I volunteered to organize 2024 IEEE Security and Development Conference & IEEE Digital Privacy Workshop.
Information
Google Scholar: Here
Publications (by Year)
PPFL-RDSN: Privacy-Preserving Federated Learning-based Residual Dense Spatial Networks for Encrypted Lossy Image Reconstruction
Conformal-DP: Differential Privacy on Riemannian Manifolds via Conformal Transformation
SpiderWeb Protector: Biomimetic Defense Against Targeted Attacks on Graph Neural Networks
DPFedBank: Crafting a Privacy-Preserving Federated Learning Framework for Financial Institutions with Policy Pillars
URL Detection Based on Quantum Long Short-Term Memory Neural Network
Request Response-Based Convolutional Neural Network for ICS Network Traffic Anomaly Detection
Research on Teaching Reform and Practice of Discrete Mathematics Course in Information Security Major
Deep Learning-Based Cyber–Physical Feature Fusion for Anomaly Detection in Industrial Control Systems
RepMDN: Re-Parameterization Multi-View Deformation Network for 3D Reconstruction
An improved quantum identity authentication protocol for multi-party secure communication
User Behavior Credibility Evaluation Model Based on Intuitionistic Fuzzy Analysis Hierarchy Process
Research on Architecture of Risk Assessment System Based on Block Chain
Contact Me
- Reach me @: peilin.he@pitt.edu
- LinkedIn: Click Here
- LERSAIS: Click Here