Search Results - "Mink, Dustin"

Classifying Cyber Ranges: A Case-Based Analysis Using the UWF Cyber Range.

Authors: Miller, Emily Mink, Dustin Spellings, Peyton et al.

Source: Encyclopedia. Dec2025, Vol. 5 Issue 4, p162. 37p.

Class-Specific GAN Augmentation for Imbalanced Intrusion Detection: A Comparative Study Using the UWF-ZeekData22 Dataset.

Authors: Debelie, Asfaw Bagui, Sikha S. Mink, Dustin et al.

Source: Future Internet. Apr2026, Vol. 18 Issue 4, p200. 37p.

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

Authors: Elam, Marshall Mink, Dustin Bagui, Sikha S. et al.

Source: Data (2306-5729); May2025, Vol. 10 Issue 5, p59, 28p

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

Authors: Bagui, Sikha S. Benyacko, Andrew Mink, Dustin et al.

Source: Algorithms. Dec2025, Vol. 18 Issue 12, p795. 34p.

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

Authors: Bagui, Sikha S. Mink, Dustin Bagui, Subhash C. et al.

Source: Future Internet. Jul2023, Vol. 15 Issue 7, p236. 18p.

Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks.

Authors: Bagui, Sikha Mink, Dustin Bagui, Subhash et al.

Source: Future Internet. Apr2023, Vol. 15 Issue 4, p130. 24p.

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.

Authors: Bagui, Sikha Mink, Dustin Bagui, Subhash et al.

Source: Sensors (14248220). Oct2022, Vol. 22 Issue 20, pN.PAG-N.PAG. 25p.

Extended Isolation Forest for Intrusion Detection in Zeek Data.

Authors: Moomtaheen, Fariha Bagui, Sikha S. Bagui, Subhash C. et al.

Source: Information. Jul2024, Vol. 15 Issue 7, p404. 15p.

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

Authors: Bagui, Sikha S. Khan, Mohammad Pale Valmyr, Chedlyne et al.

Source: Future Internet. Aug2025, Vol. 17 Issue 8, p328. 23p.

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

Authors: Bagui, Sikha S. Carvalho, Germano Correa Silva De Mishra, Asmi et al.

Source: Future Internet. Jun2025, Vol. 17 Issue 6, p267. 35p.