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ORCIDMaryam M. Najafabadi
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Journal Articles
- 2017
[j2]Maryam M. Najafabadi
, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt:
Large-scale distributed L-BFGS. J. Big Data 4: 22 (2017)- 2015
- [j1]Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic:
Deep learning applications and challenges in big data analytics. J. Big Data 2: 1 (2015)
Conference and Workshop Papers
- 2019
- [c8]Chad Calvert, Clifford Kemp, Taghi M. Khoshgoftaar, Maryam M. Najafabadi:
Detecting Slow HTTP POST DoS Attacks Using Netflow Features. FLAIRS 2019: 387-390 - 2017
- [c7]Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp:
A Text Mining Approach for Anomaly Detection in Application Layer DDoS Attacks. FLAIRS 2017: 312-317 - [c6]Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp:
User Behavior Anomaly Detection for Application Layer DDoS Attacks. IRI 2017: 154-161 - 2016
- [c5]Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Amri Napolitano, Charles Wheelus:
RUDY Attack: Detection at the Network Level and Its Important Features. FLAIRS 2016: 288-293 - 2015
- [c4]Richard Zuech, Taghi M. Khoshgoftaar, Naeem Seliya, Maryam M. Najafabadi, Clifford Kemp:
A New Intrusion Detection Benchmarking System. FLAIRS 2015: 252-256 - [c3]Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp:
Detection of SSH Brute Force Attacks Using Aggregated Netflow Data. ICMLA 2015: 283-288 - 2014
- [c2]Charles Wheelus, Taghi M. Khoshgoftaar, Richard Zuech, Maryam M. Najafabadi:
A Session Based Approach for Aggregating Network Traffic Data - The SANTA Dataset. BIBE 2014: 369-378 - [c1]Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Clifford Kemp, Naeem Seliya, Richard Zuech:
Machine Learning for Detecting Brute Force Attacks at the Network Level. BIBE 2014: 379-385
Parts in Books or Collections
- 2016
- [p1]Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic:
Deep Learning Techniques in Big Data Analytics. Big Data Technologies and Applications 2016: 133-156
Coauthor Index
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