معرفی
Lin Deng is an Associate Professor and Director of the B.S. in Computer Science Program at the Department of Computer and Information Sciences, Fisher College of Science and Mathematics, Towson University. He holds a Ph.D. in Information Technology from George Mason University (2017) and an M.S. in Computer and Information Sciences from Gannon University (2011).
Dr. Deng's educational background includes:
- Ph.D., Information Technology, George Mason University, Fairfax, VA, 2017
- M.S., Computer and Information Sciences, Gannon University, Erie, PA, 2011
Dr. Deng's research spans multiple areas of computer science with a focus on software quality and security. His work integrates traditional software engineering techniques with emerging technologies like machine learning and large language models. He has made significant contributions to mutation testing, particularly for Android applications, and has expanded his research into digital forensics and cybersecurity applications of AI.
His recent publications demonstrate a clear evolution in research focus, moving from traditional software testing techniques toward the application of AI and machine learning in software engineering and digital forensics. His work shows increasing emphasis on large language models for evidence analysis, network traffic classification, and enhancing mutation testing efficiency. The interdisciplinary nature of his research is evident in his work spanning software engineering, cybersecurity, and educational applications.
Dr. Deng maintains active research laboratories focused on software testing, cybersecurity, and digital forensics. His work on tools like Mutant-Kraken for Kotlin mutation testing and research on Android forensics indicates active laboratory work with students and collaborators.
As Director of the B.S. in Computer Science Program, Dr. Deng plays a significant role in curriculum development and educational innovation. His work on design thinking instruction across multiple disciplines demonstrates his commitment to interdisciplinary education. He has developed practical teaching materials and style guides for software engineering education.
