Research

SELECTED PUBLICATIONS

Zuech R, Khoshgoftaar TM, Wald R (2015) Intrusion Detection and Big Heterogeneous Data: a Survey. Journal of Big Data 2015 2(3):1–41 doi:10.1186/s40537-015-0013-4 http://www.journalofbigdata.com/content/2/1/3  (Highly accessed)  Google Scholar  ResearchGate

Zuech R, Khoshgoftaar TM, Seliya N, Najafabadi MM, Kemp C (2015) A New Intrusion Detection Benchmarking System. In: Proceedings of the  Florida Artificial Research Society (FLAIRS), 2015 Twenty-Eighth International Conference On. AAAI Press, Hollywood, FL, USA.  Google Scholar  ResearchGate

Zuech R and Khoshgoftaar TM (2015) A Survey on Feature Selection for Intrusion Detection. In: Proceedings of the 21st ISSAT International Conference on Reliability and Quality in Design On. ISSAT, Philadelphia, PA, USA.  ResearchGate

Wald R, Villanustre F, Khoshgoftaar TM, Zuech R, Robinson J, Muharemagic E (2014) Using feature selection and classification to build effective and efficient firewalls. In: Information Reuse and Integration (IRI), 2014 IEEE 15th International Conference On. IEEE, San Francisco, CA, USA. pp 850–854  Google Scholar  ResearchGate

Wald R, Khoshgoftaar TM, Zuech R, Napolitano A (2014) Network Traffic Prediction Models for Near and Long-Term Predictions. In: Bioinformatics and Bioengineering (BIBE), 2014 IEEE International Conference On. IEEE, Boca Raton, FL, USA. pp 362–368  GoogleScholar  ResearchGate

Wheelus C, Khoshgoftaar TM, Zuech R, Najafabadi MM (2014) A Session Based Approach for Aggregating Network Traffic Data–The SANTA Dataset. In: Bioinformatics and Bioengineering (BIBE), 2014 IEEE International Conference On. IEEE, Boca Raton, FL, USA. pp 369–378  Google Scholar  ResearchGate

Najafabadi MM, Khoshgoftaar TM, Kemp C, Seliya N, Zuech R (2014) Machine Learning for Detecting Brute Force Attacks at the Network Level. In: Bioinformatics and Bioengineering (BIBE), 2014 IEEE International Conference On. IEEE, Boca Raton, FL, USA. pp 379-385  Google Scholar  ResearchGate