Screen shot 2011-02-03 at 5.03.47 PM.pngGeorge Cybenko                                                                                       

Dorothy and Walter Gramm Professor of Engineering

Thayer School of Engineering

Dartmouth College, Hanover NH 03755 USA

 

Screen shot 2011-02-03 at 2.08.33 PM.png

 

Short Bio:
George Cybenko is the Dorothy and Walter Gramm Professor of Engineering at Dartmouth. Professor Cybenko has made key research contributions in signal processing, neural computing, parallel processing and computational behavioral analysis. He was the Founding Editor-in-Chief of IEEE/AIP Computing in Science and Engineering and IEEE Security & Privacy. Professor Cybenko is a Fellow of the IEEE and received his BS (University of Toronto) and PhD (Princeton) degrees in Mathematics.

 

Current Research Interests:

 

Computational Behavioral Analysis

Machine Learning of Processes

Mission, Network and Computer Security

Insider Threat Analysis

Human Terrain of Computer Networks

Computer Network Operations (CNO) Planning

 

Selected Recent Publications:  (If not linked to here…do a Google search please)

 

Three Tenets for Secure Cyber-Physical System Design and Assessment,” J.Hughes and G. Cybenko, Cyber Sensing 2014, edited by Igor V. Ternovskiy, Peter Chin, Proc. of SPIE Vol. 9097.

 Learning Hidden Markov Models using Non-Negative Matrix Factorization,” G. Cybenko and V. Crespi, in IEEE Transactions on Information Theory, 2011.

 

Quantitative Evaluation of Risk for Investment Efficient Strategies in Cybersecurity: The QuERIES Methodology'.” L. Carin, G. Cybenko and J. Hughes, IEEE Computer, August 2008.

 

The Theory of Trackability with Applications to Sensor Networks,” V. Crespi, G. Cybenko and G. Jiang, ACM Transactions on Sensor Networks, May 2008.

 

Process Query Systems,” V. Berk and G. Cybenko, IEEE Computer, January 2007.

 

“HBML: A Representation Language for Quantitative Behavioral Modeling in the Human Terrain,” N. Sandell, R. Savell, D. Twardowski and G. Cybenko, SBP09, Phoenix, AZ, March 2009.

 

“Behavioral Analysis of Loosely Coupled Systems,” N. Sandell and G. Cybenko, SPIE Defense and Security, Orlando April 2010.

 

“Synchronization Properties of Cyber Behaviors”, D. C. Twardowski, G. Cybenko, SPIE Defense and Security, Orlando April 2010.

 

“Exploratory Community Sensing in Social Networks,” A. Khrabrov, G. Stocco and G. Cybenko, SPIE Defense and Security, Orlando April 2010.

 

Hypergame Theory applied to Cyber Attack and Defense,” J. T. House and G. Cybenko, SPIE Defense and Security, Orlando April 2010.

 

“Discovering Influence in Communication Networks using Dynamic Graph Analysis,” A. Khrabrov and G. Cybenko,  HTH ECCS 2010.

 

Links to many more papers can be found at

 

            Google Scholar  and my old web page

 

I frequently get requests for some older papers that are otherwise hard to find so I have links to them here. 

 

Dynamic load balancing for distributed memory multiprocessors,” Journal on Parallel and Distributed Computing, Vol. 7, pp.279-301, 1989.

 

Approximation by superpositions of a sigmoidal function,” Mathematics of Control, Signals and Systems, Vol. 2, pp.303-314, 1989.

 

Current Ph.D. Students:

 

            David C. Twardowski

            Gabriel Stocco

            Nils F. Sandell

            James Thomas House

            Alexy Khrabrov

 

Graduated Ph.D. Students: (see the Mathematics Genealogy Project for more details)

 

Name

University

Year

Presently…

Vincent Berk

Universiteit Leiden

2006

Dartmouth

Daniel Bilar

Dartmouth College

2003

U. of New Orleans

Brian Brewington

Dartmouth College

2000

Google

Wayne Chung

Dartmouth College

2006

IDA

Alva Couch

Tufts University

1988

Tufts

Annarita Giani

Dartmouth College

2006

UC Berkeley

Ashifi Gogo

Dartmouth College

2010

Sproxil Inc

Robert Gray

Dartmouth College

1997

BAE Systems

Katsuhiro Moizumi

Dartmouth College

1998

Furukawa. Electric Co., Sendai Japan

Glenn Nofsinger

Dartmouth College

2006

BAE Systems

David Robinson

Dartmouth College

2010

AFIT, Dayton Ohio

Sirpa Saarinen

University of Illinois at Urbana-Champaign

1994

Deceased (formerly Wolfram Research)

Yong Sheng

Dartmouth College

2006

Google

Bryan Usevitch

University of Illinois at Urbana-Champaign

1993

UT El Paso