Area of research
Computer Networks and Communications · Artificial Intelligence
Research interest
Research interests include Network Security and Intrusion Detection, Internet Traffic Analysis and Secure E-voting, Advanced Malware Detection Techniques, and Software-Defined Networks and 5G.
OCEAN: Optional Capability-Based En Route Acknowledgement in Network Layer
Revisiting Transferable Adversarial Images: Systemization, Evaluation, and New Insights
Byzantine-Robust Asynchronous Federated Learning via Feature Fingerprinting
Towards Robust Detection of Malicious Encrypted Traffic Using Only Low-Quality Training Data
Stealing Your Fingerprint via the Finger Friction Sound
FedNSA: Boosting Secure Aggregation by Assembling Differentially Private Noise Shares
PriGraph: Defending Against Inference Attacks on Graph Neural Networks via Policy-Based Adversarial Perturbations
Toward Robust Multi-Tab Website Fingerprinting
Robust LLM-Based Website Fingerprinting under Dynamic Real-World Conditions
Deep Learning Library Testing: Definition, Methods and Challenges
Exploiting Cross-Layer Vulnerabilities: Off-Path Attacks on the TCP/IP Protocol Suite
Constructing SDN Covert Timing Channels Between Hosts With Unprivileged Attackers
The Power of Bias: Optimizing Client Selection in Federated Learning With Heterogeneous Differential Privacy
Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout
Swallow: A Transfer-Robust Website Fingerprinting Attack via Consistent Feature Learning
<i>“One Model Fits All Nodes”</i>: Neuron Activation Pattern Analysis-Based Attack Traffic Detection Framework for P2P Networks
Wedjat: Detecting Sophisticated Evasion Attacks via Real-time Causal Analysis
Pegasus: A Universal Framework for Scalable Deep Learning Inference on the Dataplane
Secure Fault Localization in Path Aware Networking
Breast non-mass enhancement lesions on contrast-enhanced mammography: modified breast image reporting and data system classification
OblivCDN: A Practical Privacy-preserving CDN with Oblivious Content Access
Training with Only 1.0 ‰ Samples: Malicious Traffic Detection via Cross-Modality Feature Fusion
StateShield: Real-Time Defenses Against Information Leakage Over Connectionless Protocols
SmartUpdater: Enabling Transparent, Automated, and Secure Maintenance of Stateful Smart Contracts
Pisces: In-Path Distributed Denial-of-Service Defense via Efficient Authentication Code Embedded in IP Address
Training Robust Classifiers for Classifying Encrypted Traffic under Dynamic Network Conditions
RingSG: Optimal Secure Vertex-Centric Computation for Collaborative Graph Processing
Expediting Federated Learning on Non-IID Data by Maximizing Communication Channel Utilization
Off-Path TCP Hijacking Attack to NAT-Enabled Wi-Fi Networks
VPGFuzz: Vulnerable Path-Guided Greybox Fuzzing
CAREER: Achieving Quality Information Extraction from Scientific Documents with Heterogeneous Weak Supervisions
AccelNet-Design: A Global Network of Networks of Integrated Urban Services (GNNIUS) for Healthy and Smart Cities
Collaborative Research: CAS-MNP--Precursors of Long-Distance Aerial Transport of Microplastics from Urban Environments
III: Small: Collaborative Research: Algorithms, systems, and theories for exploiting data dependencies in crowdsourcing
Collaborative Research: Geoengineering of Urban Green Infrastructure to Improve Outdoor Livability
Design and Characterization of Two-Dimensional Electron Gas with Strong Spin-Orbit Coupling Based on Transition Metal Oxides
Multiferroic Tunnel Junction with Active Dual Layer Barrier
Interfacial Electromagnetic Coupling in Multiferroic Tunnel Junctions
III: Small: An Automatic Framework for Processing Drosophila Embryonic Images
Study of Multiferroic Tunnel Junctions
Study of Multiband Effects in MgB2 by Controlling Intraband and Interband Scattering in Epitaxial Films
REU SITE: Physics Department Research Experience for Undergraduates at Pennsylvania State University
CAREER: Spin-Injection in Heterostructures of Perovskite Oxides
Strain Effects in Thin Manganite Films Grown by Laser-MBE
Tool Development for Measurement-Based, Network-Oriented Wireless Channel Modeling
REU Site: Physics Department Research Experiences for Undergraduates at the Pennsylvania State University
Adaptive Resource Management for IP/ATM Hybrid Switching Systems
Fabrication and Characterization of Multilayer Nanostructures of Manganites
Raman Scattering and Electronic States of Nanoscale Group 4 Materials
Exploring New System Concepts of Traffic Modeling and Network Control in High Speed Networks
Epitaxial Ferroelectric/Conductive Oxide Thin-Film Heterostructures on Silicon for Microelectronics Applications
Integration of High-Temperature Superconductor Thin Films with GaAs Monolithic Microwave Integrated Circuits
Multi-Media Traffic Queueing Analysis
RIA: Control of Multi-Media Traffic in High Speed Networks