Lanxiao Huang

PhD student, ECE, Virginia Polytechnic Institute and State University

Joined

January 2025

Names

Lanxiao Huang (Preferred)

Emails

****@vt.edu (Confirmed)

Personal Links

Career & Education History

PhD student

ECE, Virginia Polytechnic Institute and State University (vt.edu)

2021 – Present

MS student

ECE, Virginia Polytechnic Institute and State University (vt.edu)

2019 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Reinforcement Learning

Present

Cybersecurity

Present

Publications

Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
Cheng Wang, Christopher Redino, Ryan Clark, Abdul Rahman, Sal Aguinaga, Sathvik Murli, Dhruv Nandakumar, Roland Rao, Lanxiao Huang, Daniel Radke, Edward Bowen
- CSR 2024
- Readers: Everyone
Discovering Command and Control Channels Using Reinforcement Learning
Cheng Wang, Akshay Kakkar, Christopher Redino, Abdul Rahman, Ajinsyam S, Ryan Clark, Daniel Radke, Tyler Cody, Lanxiao Huang, Edward Bowen
- CoRR 2024
- Readers: Everyone
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs
Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen
- CoRR 2022
- Readers: Everyone
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain
Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen
- CoRR 2022
- Readers: Everyone

Co-Authors