Maryam M. Najafabadi

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 5

Top Topics

Big Data Analytics

Network Traffic

Top Venues

FLAIRS Conference

Publications

Chad Calvert, Clifford Kemp, Taghi M. Khoshgoftaar, Maryam M. Najafabadi
Detecting Slow HTTP POST DoS Attacks Using Netflow Features. FLAIRS Conference (2019)
Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp
A Text Mining Approach for Anomaly Detection in Application Layer DDoS Attacks. FLAIRS Conference (2017)
Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp
User Behavior Anomaly Detection for Application Layer DDoS Attacks. IRI (2017)
Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt
Large-scale distributed L-BFGS. J. Big Data 4 (2017)
Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Amri Napolitano, Charles Wheelus
RUDY Attack: Detection at the Network Level and Its Important Features. FLAIRS Conference (2016)
Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp
Detection of SSH Brute Force Attacks Using Aggregated Netflow Data. ICMLA (2015)
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 (2015)
Richard Zuech, Taghi M. Khoshgoftaar, Naeem Seliya, Maryam M. Najafabadi, Clifford Kemp
A New Intrusion Detection Benchmarking System. FLAIRS Conference (2015)
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)
Charles Wheelus, Taghi M. Khoshgoftaar, Richard Zuech, Maryam M. Najafabadi
A Session Based Approach for Aggregating Network Traffic Data - The SANTA Dataset. BIBE (2014)