Erik Kline

About

Education

Ph.D, Computer Science, University of California, Los Angeles - 2012. Thesis: Avoidance Routing
M.S., Computer Science, University of California, Los Angeles - 2009
B.S., Computer Science, Georgia Institute of Technology, - 2005

Bio

Dr. Kline is a Computer Scientist and Research Lead in the Network and Cyber-security Division at USC/ISI.  His research focuses mainly on network security including anomaly detection, line-rate traffic analysis, DDoS defense, anonymity systems, and security-aware routing.  Additionally, he conducts novel research in modeling large-scale networks for scientifically rigorous experimentation and validation of network systems.  

Recently, Dr. Kline has been PI on EdgeLab, USC/ISI's effort in DARPA's EdgeCT program.  In this role, he utilized his broad expertise to create a network emulator that can move millions of packets per second while impairing these packets in a multitude of ways relevant to the program.  This capability was crucial to the development of the EdgeCT technologies.  He also led a successful transition event which has led to the commercialization of many of these technologies.

Dr. Kline is also Co-PI on DREAMS, an NSF project for the sustainment and advancement of DETERLab.  In this role, Dr. Kline is driving new network modeling capabilities on DETER.  The goal is to enable knowledge transfer from topological domain experts to experimenters who may not understand the nuances of network topology and the artifacts they cause.  His research in this area should enable experiments that provide better scientific validity, promoting overall confidence in the experimenters results.

Finally, Dr. Kline's Ph.D thesis was a security-aware routing scheme, Avoidance Routing.  Avoidance Routing enables end-user constraints to be encoded within the routing infrastructure to ensure that their constraints and concerns are met.  In general, Avoidance Routing routes packets along paths that do not violate specific security and trust contraints.  End-users cannot modify the overall routing structure but can provide some influence over their own packet routing.  Using advanced search algorithms, Avoidance Routing can discover optimal paths from source to destination without causing undue burden on the individual routers.

Recent Projects:

DREAMS: DETER: Research, Education and Operations Mission Sustainment.

  • CO-Pi, NSF 
  • Operation and advancement of DETER's experimental capabilities. Dr. Kline's primary role is advanced modeling of large-scale network topologies.‚Äč

EdgeLab: Using DETER for EdgeCT Experimentation and Evaluation

  • Principal Investigator. DARPA EdgeCT Program
  • Construction of realistic edge and core network emulation and potential deployment scenarios while shepherding three independent technology development teams.  Orchestrated successful multi-corporation technology transfer event

SAFERlab: Using DETER for Test and Evaluation of SAFER Technologies

  • Key Personal: DARPA SAFER Program.
  • Development of evaluation environment and scientifically sound methodologies for anonymity systems.  Collaborative development of solutions to problems discovered in multiple anonymity systems, both novel and extant.

Selected Publications:

Erik Kline, Genevieve Bartlett, Geoff Lawler, Robert Story, and Michael Elkins.  Capturing Domain Knowledge through Extensible Components.  Proceedings of TRIDENTCOM 2018.

Jelena Mirkovic, Erik Kline and Peter Reiher.  RESECT: Self-Learning Traffic Filters for IP Spoofing Defense.  Proceedings of 2017 Annual Computer Security Applications Conference (ACSAC), 2017. 

Ryan Goodfellow and Erik Kline.  Cypress: A Testbed for Research in Networked Cyber-Physical Systems. Proceedings of TRIDENTCOM 2015.

Charles Fleming, Peter Peterson, Erik Kline and Peter Reiher.  Data Tethers: Preventing information leakage by enforcing environmental data access policies.  Proceedings of 2012 IEEE International Conference on Communications (ICC).

Erik Kline, Alex Afanasyev and Peter Reiher.  Shield: DoS filtering using traffic deflecting.  Proceedings of 19th IEEE International Conference on Network Protocols, 2011.

Erik Kline, Matt Beaumont-Gay, Jelena Mirkovic and Peter Reiher.  RAD: Reflector Attack Defense Using Message Authentication Codes.  Proceedings of 2009 Annual Computer Security Applications Conference (ACSAC), 2009.
 

Groups: