Erik Hemberg
Erik Hemberg
Research Scientist, MIT CSAIL
Verified email at
Cited by
Cited by
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
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
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
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
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
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
Genotype representations in grammatical evolution
J Hugosson, E Hemberg, A Brabazon, M O’Neill
Applied Soft Computing 10 (1), 36-43, 2010
Spatial evolutionary generative adversarial networks
J Toutouh, E Hemberg, UM O'Reilly
Proceedings of the genetic and evolutionary computation conference, 472-480, 2019
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
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
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
Towards distributed coevolutionary GANs
A Al-Dujaili, T Schmiedlechner, UM O'Reilly
arXiv preprint arXiv:1807.08194, 2018
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
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
Modeling tax evasion with genetic algorithms
G Warner, S Wijesinghe, U Marques, O Badar, J Rosen, E Hemberg, ...
Economics of Governance, 1-14, 2014
An exploration of grammars in grammatical evolution
EAP Hemberg
University College Dublin, 2010
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
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
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
A grammatical genetic programming approach to modularity in genetic algorithms
E Hemberg, C Gilligan, M O’Neill, A Brabazon
Genetic Programming: 10th European Conference, EuroGP 2007, Valencia, Spain …, 2007
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