Information Security LAB

About

Mon, 01 Jan 0001 00:00:00 +0000

About the Lab

The Information Security LAB (IS Lab) is a research group at Henan University dedicated to advancing the frontiers of cybersecurity and intelligent systems.

Our Mission

To conduct impactful research at the intersection of information security, artificial intelligence, and embodied intelligence, training the next generation of researchers and contributing to a safer, smarter digital world.

Research Environment

Located in Kaifeng, Henan, China — one of China’s most historic cities — our lab is part of Henan University’s School of Computer and Information Engineering.

Contact

Mon, 01 Jan 0001 00:00:00 +0000

Get in Touch

Address

Information Security LAB
School of Computer and Information Engineering
Henan University
Kaifeng, Henan 475000, China

GitHub

For Prospective Students

We welcome applications from motivated students interested in:

🔐 Cybersecurity & Cryptography
🤖 AI for Security
🦾 Embodied Intelligence

Please include your CV and research interests when contacting us.

Publications

Mon, 01 Jan 0001 00:00:00 +0000

Selected Publications

2025

Anomaly Detection Model for Edge Network Infrastructure Based on Time Series — Y. Ma et al., LNCS (Springer), 2025

2023

Nonlinear ESO Based Super-Twisting Terminal Sliding Mode Synchronous Control — Y. Ma et al., IEEE/ASME Trans. Mechatronics, 2023 (30 citations)
Torque equilibrium position closed-loop control for large mining excavator — Y. Ma et al., Mechatronics, 2023

2021

A Novel Discrete Compound Integral Terminal Sliding Mode Control for PMSM — Y. Ma et al., IEEE, 2021 (116 citations)

2020

Deep learning for privacy preservation in 5G networks — Y. Ma et al., 2020 (48 citations)
Encrypted traffic classification based on GMM and HMM — Y. Ma et al., 2020 (62 citations)

Research

Mon, 01 Jan 0001 00:00:00 +0000

Ongoing Research

AI-Driven Network Intrusion Detection

Developing transformer-based deep learning models for real-time network traffic analysis. Achieving state-of-the-art accuracy with reduced false positive rates.

Post-Quantum Cryptographic Schemes

Investigating lattice-based and code-based constructions resistant to quantum attacks. Focus on practical efficiency and formal security proofs.

Privacy-Preserving Federated Learning

Designing federated learning frameworks with formal differential privacy guarantees for collaborative model training.

Adversarial Robustness in Deep Learning

Studying attack and defense mechanisms in neural networks for security-critical applications.

Team

Mon, 01 Jan 0001 00:00:00 +0000

Our Team

Principal Investigator

Prof. Yuxiang Ma
School of Computer and Information Engineering, Henan University

Research: Control Systems, Network Security, AI for Security, Privacy-Preserving Technologies

Students

We are actively recruiting motivated PhD and Master students interested in cybersecurity, AI, and embodied intelligence research.

Requirements:

Strong programming skills (Python/C++)
Interest in security research or machine learning
Self-motivated and collaborative

If interested, please contact us.

Information Security LAB

About

About the Lab

Our Mission

Research Environment

Contact

Get in Touch

Address

Social

For Prospective Students

Publications

Selected Publications

2025

2023

2021

2020

Research

Ongoing Research

AI-Driven Network Intrusion Detection

Post-Quantum Cryptographic Schemes

Privacy-Preserving Federated Learning

Adversarial Robustness in Deep Learning

Team

Our Team

Principal Investigator

Students