Dustin Mink

According to our database, Dustin Mink authored at least 16 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Graph-Based Infrastructure for Characterizing Structural Risk and Lateral Movement Patterns in APT Campaigns.

Trever J. Knie, Dustin Mink, Sikha Bagui, Subhash C. Bagui

IEEE Access, 2026

2025

Model Retraining upon Concept Drift Detection in Network Traffic Big Data.

Sikha Bagui, Mohammad Pale Khan, Chedlyne Valmyr, Subhash C. Bagui, Dustin Mink

Future Internet, 2025

Detecting Cyber Threats in UWF-ZeekDataFall22 Using K-Means Clustering in the Big Data Environment.

Sikha Bagui, Germano Correa Silva De Carvalho, Asmi Mishra, Dustin Mink, Subhash C. Bagui, Stephanie Eager

Future Internet, 2025

Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI.

Marshall Elam, Dustin Mink, Sikha Bagui, Russell Plenkers, Subhash C. Bagui

Data, 2025

Selecting Feature Subsets in Continuous Flow Network Attack Traffic Big Data Using Incremental Frequent Pattern Mining.

Sikha Bagui, Andrew Benyacko, Dustin Mink, Subhash C. Bagui, Arijit Bagchi

Algorithms, 2025

2024

Extended Isolation Forest for Intrusion Detection in Zeek Data.

Fariha Moomtaheen, Sikha Bagui, Subhash C. Bagui, Dustin Mink

Inf., July, 2024

Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph.

Sadaf Charkhabi, Peyman Samimi, Sikha Bagui, Dustin Mink, Subhash C. Bagui

Comput., July, 2024

2023

Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam

Comput., September, 2023

Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Michael Plain, Jadarius Hill, Marshall Elam

Future Internet, July, 2023

Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam, Daniel Wallace

Future Internet, April, 2023

Introducing UWF-ZeekData22: A Comprehensive Network Traffic Dataset Based on the MITRE ATT&CK Framework.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Russell Plenkers, Tom McElroy, Stephan Dulaney, Sajida Shabanali

Data, January, 2023

2022

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.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Tom McElroy, Esteban Paredes, Nithisha Khasnavis, Russell Plenkers

Sensors, 2022

2021

Near-Real-Time IDS for the U.S. FAA's NextGen ADS-B.

Dustin Mink, Jeffrey Todd McDonald, Sikha Bagui, William Bradley Glisson, Jordan Shropshire, Ryan Benton, Samuel H. Russ

Big Data Cogn. Comput., 2021

2017

Manipulating the Five V's in the Next Generation Air Transportation System.

Dustin Mink, William Bradley Glisson, Ryan Benton, Kim-Kwang Raymond Choo

Proceedings of the Security and Privacy in Communication Networks, 2017

2016

Next Generation Aircraft Architecture and Digital Forensic.

Dustin Mink, Alec Yasinsac, Kim-Kwang Raymond Choo, William Bradley Glisson

Proceedings of the 22nd Americas Conference on Information Systems, 2016

2007

Data mining techniques to study voting patterns in the US.

Sikha Bagui, Dustin Mink, Patrick Cash

Data Sci. J., 2007