Dustin Mink - RankMe

15 papers Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Detecting Cyber Threats in UWF-ZeekDataFall22 Using K-Means Clustering in the Big Data Environment. Future Internet Sikha Bagui, Germano Correa Silva De Carvalho, Asmi Mishra, Dustin Mink, Subhash C. Bagui, Stephanie Eager
2025	J	`jnl`	Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI. Data Marshall Elam, Dustin Mink, Sikha Bagui, Russell Plenkers, Subhash C. Bagui
2025	J	`jnl`	Model Retraining upon Concept Drift Detection in Network Traffic Big Data. Future Internet Sikha Bagui, Mohammad Pale Khan, Chedlyne Valmyr, Subhash C. Bagui, Dustin Mink
2025	J	`jnl`	Selecting Feature Subsets in Continuous Flow Network Attack Traffic Big Data Using Incremental Frequent Pattern Mining. Algorithms Sikha Bagui, Andrew Benyacko, Dustin Mink, Subhash C. Bagui, Arijit Bagchi
2024	J	`jnl`	Extended Isolation Forest for Intrusion Detection in Zeek Data. Inf. Fariha Moomtaheen, Sikha Bagui, Subhash C. Bagui, Dustin Mink
2024	J	`jnl`	Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph. Comput. Sadaf Charkhabi, Peyman Samimi, Sikha Bagui, Dustin Mink, Subhash C. Bagui
2023	J	`jnl`	Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data. Comput. Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam
2023	J	`jnl`	Introducing UWF-ZeekData22: A Comprehensive Network Traffic Dataset Based on the MITRE ATT&CK Framework. Data Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Russell Plenkers, Tom McElroy, Stephan Dulaney, Sajida Shabanali
2023	J	`jnl`	Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks. Future Internet Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam, Daniel Wallace
2023	J	`jnl`	Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22. Future Internet Sikha Bagui, Dustin Mink, Subhash C. Bagui, Michael Plain, Jadarius Hill, Marshall Elam
2022	J	`jnl`	Detecting Reconnaissance and Discovery Tactics from the MITRE ATT&CK Framework in Zeek Conn Logs Using Spark's Machine Learning in the Big Data Framework. Sensors Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Tom McElroy, Esteban Paredes, Nithisha Khasnavis, Russell Plenkers
2021	J	`jnl`	Near-Real-Time IDS for the U.S. FAA's NextGen ADS-B. Big Data Cogn. Comput. Dustin Mink, Jeffrey Todd McDonald, Sikha Bagui, William Bradley Glisson, Jordan Shropshire, Ryan Benton, Samuel H. Russ
2017	—	`conf`	Manipulating the Five V's in the Next Generation Air Transportation System. ATCS/SePrIoT@SecureComm Dustin Mink, William Bradley Glisson, Ryan Benton, Kim-Kwang Raymond Choo
2016	—	`conf`	Next Generation Aircraft Architecture and Digital Forensic. AMCIS Dustin Mink, Alec Yasinsac, Kim-Kwang Raymond Choo, William Bradley Glisson
2007	J	`jnl`	Data mining techniques to study voting patterns in the US. Data Sci. J. Sikha Bagui, Dustin Mink, Patrick Cash