Nicole Nichols
Nicole Nichols
Senior Research Scientist, Pacific Northwest National Laboratory
Zweryfikowany adres z pnnl.gov
Tytuł
Cytowane przez
Cytowane przez
Rok
Deep learning for unsupervised insider threat detection in structured cybersecurity data streams
A Tuor, S Kaplan, B Hutchinson, N Nichols, S Robinson
Workshops at the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2422017
Recurrent neural network attention mechanisms for interpretable system log anomaly detection
A Brown, A Tuor, B Hutchinson, N Nichols
Proceedings of the First Workshop on Machine Learning for Computing Systems, 1-8, 2018
1092018
Recurrent neural network language models for open vocabulary event-level cyber anomaly detection
AR Tuor, R Baerwolf, N Knowles, B Hutchinson, N Nichols, R Jasper
Workshops at the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
362018
Faster fuzzing: Reinitialization with deep neural models
N Nichols, M Raugas, R Jasper, N Hilliard
arXiv preprint arXiv:1711.02807, 2017
182017
Systematic evaluation of backdoor data poisoning attacks on image classifiers
L Truong, C Jones, B Hutchinson, A August, B Praggastis, R Jasper, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
102020
Predicting user roles from computer logs using recurrent neural networks
A Tuor, S Kaplan, B Hutchinson, N Nichols, S Robinson
Thirty-First AAAI Conference on Artificial Intelligence, 2017
62017
Deep learning for unsupervised insider threat detection in structured cybersecurity data streams (2017)
A Tuor, S Kaplan, B Hutchinson, N Nichols, S Robinson
arXiv preprint arXiv:1710.00811, 2014
52014
Projecting trouble: Light based adversarial attacks on deep learning classifiers
N Nichols, R Jasper
arXiv preprint arXiv:1810.10337, 2018
32018
Marine mammal species detection and classification
NM Nichols
32016
Weakly supervised click models for odontocete species classification
N Nichols, M Ostendorf
OCEANS 2014-TAIPEI, 1-4, 2014
22014
Identification of program signatures from cloud computing system telemetry data
N Nichols, M Greaves, W Smith, R LaMothe, G Longoni, J Teuton
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-5, 2016
12016
Call and component evaluation for improved performance of recognition of killer whale individuals
N Nichols, L Atlas, A Bowles, MA Roch
OCEANS 2010 MTS/IEEE SEATTLE, 1-4, 2010
12010
Recognition of killer whale individuals from multiple stereotyped call types.
N Nichols, L Atlas, A Bowles, M Roch
The Journal of the Acoustical Society of America 127 (3), 1970-1970, 2010
12010
Recognition of Killer Whale Individuals from Passive Acoustics: An Application of Human Speaker Recognition
NM Nichols
University of Washington, 2010
12010
Machine Learning Algorithms for Active Monitoring of High Performance Computing as a Service (HPCaaS) Cloud Environments
G Longoni, R LaMothe, J Teuton, M Greaves, N Nichols, W Smith
arXiv preprint arXiv:2009.12498, 2020
2020
Feature vector selection for identifying killer whale individuals.
N Nichols, L Atlas, A Bowles
The Journal of the Acoustical Society of America 125 (4), 2738-2738, 2009
2009
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