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, Large Language Model Reasoning and Privacy, Agentic-AI Security and Privacy, Federated Learning, 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.
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