Automated Design of Network Security Metrics

Pope, Aaron Scott; Morning, Robert Derrick II; Tauritz, Daniel Remy; Kent, Alexander D.

doi:10.1145/3205651.3208266

Automated Design of Network Security Metrics

Conference · Tue Sep 11 00:00:00 EDT 2018

DOI:https://doi.org/10.1145/3205651.3208266· OSTI ID:1469508

^[1]; ^[1]; ^[1]; Kent, Alexander D. ^[1]

Los Alamos National Laboratory

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Research Organization:: Los Alamos National Laboratory (LANL)

Sponsoring Organization:: LDRD

DOE Contract Number:: AC52-06NA25396

OSTI ID:: 1469508

Report Number(s):: LA-UR-18-22718

Country of Publication:: United States

Language:: English

References (19)

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Genetic Programming for the Automatic Inference of Graph Models for Complex Networks Bailey, Alexander; Ventresca, Mario; Ombuki-Berman, Beatrice IEEE Transactions on Evolutionary Computation, Vol. 18, Issue 3 https://doi.org/10.1109/TEVC.2013.2281452	journal	June 2014
Strongly Typed Genetic Programming Montana, David J. Evolutionary Computation, Vol. 3, Issue 2 https://doi.org/10.1162/evco.1995.3.2.199	journal	June 1995
Unveiling core network-wide communication patterns through application traffic activity graph decomposition Jin, Yu; Sharafuddin, Esam; Zhang, Zhi-Li ACM SIGMETRICS Performance Evaluation Review, Vol. 37, Issue 1 https://doi.org/10.1145/2492101.1555356	journal	June 2009
NetFlow Data Visualization Based on Graphs Minarik, Pavel; Dymacek, Tomas Visualization for Computer Security https://doi.org/10.1007/978-3-540-85933-8_14	book	January 2008
Connected Components and Credential Hopping in Authentication Graphs Hagberg, Aric; Lemons, Nathan; Kent, Alex 2014 Tenth International Conference on Signal-Image Technology and Internet-Based Systems https://doi.org/10.1109/SITIS.2014.95	conference	November 2014
Improving generalization of evolved programs through automatic simplification Helmuth, Thomas; McPhee, Nicholas Freitag; Pantridge, Edward Proceedings of the Genetic and Evolutionary Computation Conference https://doi.org/10.1145/3071178.3071330	conference	July 2017
An algorithm for distributed computation of a spanningtree in an extended LAN Perlman, Radia ACM SIGCOMM Computer Communication Review, Vol. 15, Issue 4 https://doi.org/10.1145/318951.319004	journal	September 1985
Hyper-heuristics: a survey of the state of the art Burke, Edmund K.; Gendreau, Michel; Hyde, Matthew Journal of the Operational Research Society, Vol. 64, Issue 12 https://doi.org/10.1057/jors.2013.71	journal	December 2013
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Evolving Multi-level Graph Partitioning Algorithms Pope, Aaron S.; Tauritz, Daniel R.; Kent, Alexander D. 2016 IEEE Symposium Series on Computational Intelligence (SSCI) https://doi.org/10.1109/SSCI.2016.7849930	conference	December 2016
Authentication graphs: Analyzing user behavior within an enterprise network Kent, Alexander D.; Liebrock, Lorie M.; Neil, Joshua C. Computers & Security, Vol. 48 https://doi.org/10.1016/j.cose.2014.09.001	journal	February 2015
Hyper-heuristics tutorial Tauritz, Daniel R.; Woodward, John Proceedings of the Genetic and Evolutionary Computation Conference Companion https://doi.org/10.1145/3067695.3067710	conference	July 2017
Experimenting with quantitative evaluation tools for monitoring operational security Ortalo, R.; Deswarte, Y.; Kaaniche, M. IEEE Transactions on Software Engineering, Vol. 25, Issue 5 https://doi.org/10.1109/32.815323	journal	January 1999
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Evolving random graph generators: A case for increased algorithmic primitive granularity Pope, Aaron S.; Tauritz, Daniel R.; Kent, Alexander D. 2016 IEEE Symposium Series on Computational Intelligence (SSCI) https://doi.org/10.1109/SSCI.2016.7849929	conference	December 2016
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