Ngā hua rapu - Dustin Mink

Class-Specific GAN-Based Minority Data Augmentation for Cyberattack Detection Using the UWF-ZeekData22 Dataset mā Asfaw Debelie, Sikha S. Bagui, Dustin Mink, Subhash C. Bagui

Whiwhi kuputuhi katoa

Resampling to Classify Rare Attack Tactics in UWF-ZeekData22 mā Sikha S. Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam

Whiwhi kuputuhi katoa

Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data mā Sikha S. Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam

Whiwhi kuputuhi katoa

Extended Isolation Forest for Intrusion Detection in Zeek Data mā Fariha Moomtaheen, Sikha S. Bagui, Subhash C. Bagui, Dustin Mink

Whiwhi kuputuhi katoa

Class-Specific GAN Augmentation for Imbalanced Intrusion Detection: A Comparative Study Using the UWF-ZeekData22 Dataset mā Asfaw Debelie, Sikha S. Bagui, Dustin Mink, Subhash C. Bagui

Whiwhi kuputuhi katoa

A Graph-Based Infrastructure for Characterizing Structural Risk and Lateral Movement Patterns in APT Campaigns mā Trever J. Knie, Dustin Mink, Sikha Bagui, Subhash C. Bagui

Whiwhi kuputuhi katoa

Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks mā Sikha Bagui, Dustin Mink, Subhash Bagui, Sakthivel Subramaniam, Daniel Wallace

Whiwhi kuputuhi katoa

Classifying Cyber Ranges: A Case-Based Analysis Using the UWF Cyber Range mā Emily Miller, Dustin Mink, Peyton Spellings, Sikha S. Bagui, Subhash C. Bagui

Whiwhi kuputuhi katoa

Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI mā Marshall Elam, Dustin Mink, Sikha S. Bagui, Russell Plenkers, Subhash C. Bagui

Whiwhi kuputuhi katoa

Selecting Feature Subsets in Continuous Flow Network Attack Traffic Big Data Using Incremental Frequent Pattern Mining mā Sikha S. Bagui, Andrew Benyacko, Dustin Mink, Subhash C. Bagui, Arijit Bagchi

Whiwhi kuputuhi katoa

Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph mā Sadaf Charkhabi, Peyman Samimi, Sikha S. Bagui, Dustin Mink, Subhash C. Bagui

Whiwhi kuputuhi katoa

Model Retraining upon Concept Drift Detection in Network Traffic Big Data mā Sikha S. Bagui, Mohammad Pale Khan, Chedlyne Valmyr, Subhash C. Bagui, Dustin Mink

Whiwhi kuputuhi katoa

Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22 mā Sikha S. Bagui, Dustin Mink, Subhash C. Bagui, Michael Plain, Jadarius Hill, Marshall Elam

Whiwhi kuputuhi katoa

Detecting Cyber Threats in UWF-ZeekDataFall22 Using K-Means Clustering in the Big Data Environment mā Sikha S. Bagui, Germano Correa Silva De Carvalho, Asmi Mishra, Dustin Mink, Subhash C. Bagui, Stephanie Eager

Whiwhi kuputuhi katoa

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

Whiwhi kuputuhi katoa