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Richard Zuech
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Intrusion detection and big heterogeneous data: a survey
R Zuech, TM Khoshgoftaar, R Wald
Journal of Big Data 2, 1-41, 2015
4262015
Machine learning for detecting brute force attacks at the network level
MM Najafabadi, TM Khoshgoftaar, C Kemp, N Seliya, R Zuech
2014 IEEE International Conference on Bioinformatics and Bioengineering, 379-385, 2014
1052014
Detecting web attacks using random undersampling and ensemble learners
R Zuech, J Hancock, TM Khoshgoftaar
Journal of Big Data 8 (1), 75, 2021
632021
A new intrusion detection benchmarking system
R Zuech, TM Khoshgoftaar, N Seliya, MM Najafabadi, C Kemp
The Twenty-Eighth International Flairs Conference, 2015
602015
Detecting cybersecurity attacks across different network features and learners
JL Leevy, J Hancock, R Zuech, TM Khoshgoftaar
Journal of Big Data 8, 1-29, 2021
492021
A Session Based Approach for Aggregating Network Traffic Data--The SANTA Dataset
C Wheelus, TM Khoshgoftaar, R Zuech, MM Najafabadi
2014 IEEE International Conference on Bioinformatics and Bioengineering, 369-378, 2014
392014
A survey on feature selection for intrusion detection
R Zuech, TM Khoshgoftaar
Proceedings of the 21st issat international conference on reliability and …, 2015
382015
Detecting cybersecurity attacks using different network features with lightgbm and xgboost learners
JL Leevy, J Hancock, R Zuech, TM Khoshgoftaar
2020 IEEE Second International Conference on Cognitive Machine Intelligence …, 2020
372020
Investigating rarity in web attacks with ensemble learners
R Zuech, J Hancock, TM Khoshgoftaar
Journal of Big Data 8 (1), 71, 2021
172021
Detecting SQL injection web attacks using ensemble learners and data sampling
R Zuech, J Hancock, TM Khoshgoftaar
2021 IEEE International Conference on Cyber Security and Resilience (CSR), 27-34, 2021
112021
Using feature selection and classification to build effective and efficient firewalls
R Wald, F Villanustre, TM Khoshgoftaar, R Zuech, J Robinson, ...
Proceedings of the 2014 IEEE 15th International Conference on Information …, 2014
102014
Feature popularity between different web attacks with supervised feature selection rankers
R Zuech, J Hancock, TM Khoshgoftaar
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
72021
Network traffic prediction models for near-and long-term predictions
R Wald, TM Khoshgoftaar, R Zuech, A Napolitano
2014 IEEE International Conference on Bioinformatics and Bioengineering, 362-368, 2014
72014
Detecting web attacks in severely imbalanced network traffic data
R Zuech, J Hancock, TM Khoshgoftaar
2021 IEEE 22nd International Conference on Information Reuse and Integration …, 2021
42021
Virtualized cyberspace-visualizing patterns & anomalies for cognitive cyber situational awareness
T Bass, R Zuech, R Gutzwiller
Attention and Human Factors in Cyberspace Defense–Cyberspace Situational …, 2017
32017
A new feature popularity framework for detecting cyberattacks using popular features
R Zuech, J Hancock, TM Khoshgoftaar
Journal of Big Data 9 (1), 119, 2022
12022
Predicting Cyberattacks with Destination Port Through Various Input Feature Scenario
R Zuech, J Hancock, TM Khoshgoftaar
International Journal of Reliability, Quality and Safety Engineering 29 (03 …, 2022
12022
A new feature popularity framework for detecting cyberattacks using popular
R Zuech, J Hancock, TM Khoshgoftaar
2022
Machine Learning Algorithms for the Detection and Analysis of Web Attacks
R Zuech
Florida Atlantic University, 2021
2021
ICMLA 2021
H Eigen, A Sadovnik, R Zuech, J Hancock, A Rai, C Ducher
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Articles 1–20