Roberto Perdisci
Assistant Professor 
Department of Computer Science
University of Georgia
415 Boyd Graduate Studies Research Center
Athens, GA 30602-7404
Room: GSRC 423
e-mail: perdisci [ at ] cs [ dot ] uga [ dot ] edu
phone: +1 (706) 542 3482
fax: +1 (706) 542 2966

About me
I am an Assistant Professor in the Computer Science department at the University of Georgia, an Adjunct Assistant Professor in the Georgia Tech School of Computer Science, and a faculty member of the UGA Institute for Artificial Intelligence. Before joining UGA I was Post-Doctoral Fellow at the College of Computing of the Georgia Institute of Technology, working under the supervision of Prof. Wenke Lee. I also worked as Principal Scientist at Damballa, Inc., and prior to joining Damballa I was Research Scholar at the Georgia Tech Information Security Center and PhD candidate at the University of Cagliari, Italy with the Pattern Recognition and Applications Group.

My research interests are in Computer and Network Security and in Machine Learning/Data Mining techniques for efficient mining an modeling of very large datasets of network and system information. In particular, I am currently focusing on Malware/Botnet modeling and detection at the network level. I received a 2012 NSF CAREER award on a project titled "Automatic Learning of Adaptive Network-Centric Malware Detection Models." Here you can find a list of my publications.


For Prospective Students: I'm always looking for motivated students with a strong background in computer networks and systems and/or machine learning/data mining. If you are a UGA student interested in doing quality research in computer and network security, please contact me. If you are not a UGA student, I encourage you to apply.


News
  • Our paper "Measuring and Detecting Malware Downloads in Live Network Traffic" has been accepted at ESORICS 2013

  • Our paper "SinkMiner: Mining Botnet Sinkholes for Fun and Profit" has been accepted at LEET 2013

  • Our paper "Connected Colors: Unveiling the Structure of Criminal Networks" has been accepted at RAID 2013

  • I received the 2013 Outstanding Faculty Research Award from the UGA Department of Computer Science

  • Our paper "ExecScent: Mining for New C&C Domains in Live Networks with Adaptive Control Protocol Templates" has been accepted at USENIX Security 2013

  • Our paper "PeerRush: Mining for Unwanted P2P Traffic" has been accepted at DIMVA 2013

  • I will be serving in the Program Committee of the 6th ACM Workshop on Artificial Intelligence and Security (AISec 2013)

  • Our newest release of FluxBuster is out: https://code.google.com/p/fluxbuster/