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Erik Hemberg
Erik Hemberg
Research Scientist, MIT CSAIL
Verified email at csail.mit.edu
Title
Cited by
Cited by
Year
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
2302018
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
1472017
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
912008
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
832017
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
782020
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
Spatial evolutionary generative adversarial networks
J Toutouh, E Hemberg, UM O'Reilly
Proceedings of the genetic and evolutionary computation conference, 472-480, 2019
632019
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
592016
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
572011
Genotype representations in grammatical evolution
J Hugosson, E Hemberg, A Brabazon, M O’Neill
Applied Soft Computing 10 (1), 36-43, 2010
572010
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
522014
Towards distributed coevolutionary GANs
A Al-Dujaili, T Schmiedlechner, UM O'Reilly
arXiv preprint arXiv:1807.08194, 2018
512018
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
Modeling tax evasion with genetic algorithms
G Warner, S Wijesinghe, U Marques, O Badar, J Rosen, E Hemberg, ...
Economics of Governance, 1-14, 2014
422014
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
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
382020
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
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
312013
LLMs Killed the Script Kiddie: How Agents Supported by Large Language Models Change the Landscape of Network Threat Testing
S Moskal, S Laney, E Hemberg, UM O'Reilly
arXiv preprint arXiv:2310.06936, 2023
302023
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