Erik Kline

Dr. Erik Kline is a Computer Scientist and Research Lead at the Information Sciences Institute (ISI) of the University of Southern California (USC), leading critical research in network and cyber-security through projects including SABRES (DARPA OPS-5G), APROPOS (DARPA SearchLight), and DREAMS (NSF).

His educational background includes:

• B.S. in Computer Science from Georgia Institute of Technology
• M.S. in Computer Science from University of California, Los Angeles
• Ph.D. in Computer Science from University of California, Los Angeles

Dr. Kline's research centers on network security with emphases on anomaly detection, line-rate traffic analysis, DDoS defense mechanisms, anonymity systems, and security-aware routing protocols. His innovative work in large-scale network modeling enables scientifically rigorous experimentation and validation of complex network systems, directly addressing evolving cybersecurity threats through both theoretical frameworks and practical implementations.

His publication record demonstrates consistent advancement in network security testbeds, traffic analysis, and defensive architectures. Key themes include machine learning applications for encrypted traffic classification, novel approaches to DDoS mitigation through traffic deflecting and authentication, and foundational work on security-aware routing systems. These contributions collectively strengthen network infrastructure resilience against sophisticated attacks while maintaining operational efficiency.

No scientific awards were mentioned in the provided text.

Dr. Kline directs substantial research funding as Principal Investigator on multiple high-impact projects including SABRES (DARPA OPS-5G), APROPOS (DARPA SearchLight), and EXCEED (DARPA XD3), alongside leadership in DREAMS (NSF) and EdgeLab (DARPA EdgeCT). His grant portfolio consistently bridges theoretical innovation with real-world deployment, evidenced by successful technology transitions to commercial applications.

Based at USC/ISI's Network and Cyber-security Division, Dr. Kline actively develops and enhances DETERLab for cybersecurity experimentation. His team creates advanced network emulators capable of processing millions of packets per second while implementing realistic network impairments, supporting complex experiments in edge computing, 5G security, and cyber-physical systems through multi-institutional collaborations.