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Erik Hemberg
Erik Hemberg
Research Scientist, MIT CSAIL
Bestätigte E-Mail-Adresse bei csail.mit.edu
Titel
Zitiert von
Zitiert von
Jahr
Adversarial deep learning for robust detection of binary encoded malware
A Al-Dujaili, A Huang, E Hemberg, UM O’Reilly
2018 IEEE Security and Privacy Workshops (SPW), 76-82, 2018
2162018
Ponyge2: Grammatical evolution in python
M Fenton, J McDermott, D Fagan, S Forstenlechner, E Hemberg, M O'Neill
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
1432017
GEVA: grammatical evolution in Java
M O'Neill, E Hemberg, C Gilligan, E Bartley, J McDermott, A Brabazon
ACM SIGEVOlution 3 (2), 17-22, 2008
892008
Machine learning or discrete choice models for car ownership demand estimation and prediction?
M Paredes, E Hemberg, UM O'Reilly, C Zegras
2017 5th IEEE International Conference on models and Technologies for …, 2017
752017
Evolutionary design using grammatical evolution and shape grammars: Designing a shelter
M O'Neill, J McDermott, JM Swafford, J Byrne, E Hemberg, A Brabazon, ...
International Journal of Design Engineering 3 (1), 4-24, 2010
752010
Linking threat tactics, techniques, and patterns with defensive weaknesses, vulnerabilities and affected platform configurations for cyber hunting
E Hemberg, J Kelly, M Shlapentokh-Rothman, B Reinstadler, K Xu, ...
arXiv preprint arXiv:2010.00533, 2020
652020
Spatial evolutionary generative adversarial networks
J Toutouh, E Hemberg, UM O'Reilly
Proceedings of the genetic and evolutionary computation conference, 472-480, 2019
582019
Genotype representations in grammatical evolution
J Hugosson, E Hemberg, A Brabazon, M O’Neill
Applied Soft Computing 10 (1), 36-43, 2010
572010
Detecting tax evasion: a co-evolutionary approach
E Hemberg, J Rosen, G Warner, S Wijesinghe, UM O’Reilly
Artificial Intelligence and Law 24, 149-182, 2016
562016
Combining structural analysis and multi-objective criteria for evolutionary architectural design
J Byrne, M Fenton, E Hemberg, J McDermott, M O’Neill, E Shotton, ...
Applications of Evolutionary Computation: EvoApplications 2011: EvoCOMNET …, 2011
562011
Automatic innovative truss design using grammatical evolution
M Fenton, C McNally, J Byrne, E Hemberg, J McDermott, M O'Neill
Automation in Construction 39, 59-69, 2014
502014
Towards distributed coevolutionary GANs
A Al-Dujaili, T Schmiedlechner, UM O'Reilly
arXiv preprint arXiv:1807.08194, 2018
482018
On domain knowledge and novelty to improve program synthesis performance with grammatical evolution
E Hemberg, J Kelly, UM O'Reilly
Proceedings of the genetic and evolutionary computation conference, 1039-1046, 2019
442019
Improving genetic programming with novel exploration-exploitation control
J Kelly, E Hemberg, UM O’Reilly
Genetic Programming: 22nd European Conference, EuroGP 2019, Held as Part of …, 2019
392019
Modeling tax evasion with genetic algorithms
G Warner, S Wijesinghe, U Marques, O Badar, J Rosen, E Hemberg, ...
Economics of Governance, 1-14, 2014
392014
Investigating coevolutionary archive based genetic algorithms on cyber defense networks
D Garcia, AE Lugo, E Hemberg, UM O'Reilly
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
372017
An exploration of grammars in grammatical evolution
EAP Hemberg
University College Dublin, 2010
362010
Adversarial genetic programming for cyber security: A rising application domain where GP matters
UM O’Reilly, J Toutouh, M Pertierra, DP Sanchez, D Garcia, AE Luogo, ...
Genetic Programming and Evolvable Machines 21, 219-250, 2020
352020
A comparison of grammatical genetic programming grammars for controlling femtocell network coverage
E Hemberg, L Ho, M O’Neill, H Claussen
Genetic Programming and Evolvable Machines 14, 65-93, 2013
302013
Adversarial co-evolution of attack and defense in a segmented computer network environment
E Hemberg, JR Zipkin, RW Skowyra, N Wagner, UM O'Reilly
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
292018
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