Search Results - "Bastian, Nathaniel"

Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation.

Authors: Hore, Soumyadeep Ghadermazi, Jalal Paudel, Diwas et al.

Source: ACM Transactions on Privacy & Security; May2025, Vol. 28 Issue 2, p1-33, 33p

Human Intuition and Algorithmic Efficiency Must Be Balanced to Enhance Data Mesh Resilience.

Authors: Strelzoff, Andrew Trump, Benjamin D. Cummings, Christopher L. et al.

Source: Communications of the ACM; May2024, Vol. 67 Issue 5, p48-51, 4p

FedNIDS: A Federated Learning Framework for Packet-Based Network Intrusion Detection System.

Authors: Nguyen, Quoc H. Hore, Soumyadeep Shah, Ankit et al.

Source: Digital Threats: Research & Practice; Mar2025, Vol. 6 Issue 1, p1-23, 23p

Safety Monitoring of Machine Learning Perception Functions: A Survey.

Authors: Ferreira, Raul Sena Guérin, Joris Delmas, Kevin et al.

Source: Computational Intelligence; Apr2025, Vol. 41 Issue 2, p1-20, 20p

Neurosymbolic AI for network intrusion detection systems: A survey.

Authors: Bizzarri, Alice Yu, Chung-En (Johnny) Jalaian, Brian et al.

Source: Journal of Information Security & Applications; Nov2025, Vol. 94, pN.PAG-N.PAG, 1p

The Impact of a Pay-for-Performance Program on Central Line–Associated Blood Stream Infections in Pennsylvania.

Authors: Bastian, Nathaniel D. Kang, Hyojung Nembhard, Harriet B. et al.

Source: Hospital Topics. Jan-Mar2016, Vol. 94 Issue 1, p8-14. 7p. 5 Charts.

Healthcare market segmentation and data mining: A systematic review.

Authors: Swenson, Eric R. Bastian, Nathaniel D. Nembhard, Harriet B.

Source: Health Marketing Quarterly. Jul-Sep2018, Vol. 35 Issue 3, p186-208. 23p.

XG-NID: Dual-modality network intrusion detection using a heterogeneous graph neural network and large language model.

Authors: Farrukh, Yasir Ali Wali, Syed Khan, Irfan et al.

Source: Expert Systems with Applications; Aug2025, Vol. 287, pN.PAG-N.PAG, 1p

The AMEDD Uses Goal Programming to Optimize Workforce Planning Decisions.

Authors: Bastian, Nathaniel D. McMurry, Pat Fulton, Lawrence V. et al.

Source: Interfaces. Jul/Aug2015, Vol. 45 Issue 4, p305-324. 20p. 11 Charts, 7 Graphs.

The spatially conscious machine learning model.

Authors: Kiely, Timothy J. Bastian, Nathaniel D.

Source: Statistical Analysis & Data Mining. Feb2020, Vol. 13 Issue 1, p31-49. 19p.

A ranked solution for social media fact checking using epidemic spread modeling.

Authors: Smith, John H. Bastian, Nathaniel D.

Source: Information Sciences; Apr2022, Vol. 589, p550-563, 14p

Data-efficient Federated Learning for Edge Network Intrusion Detection.

Authors: Bierbrauer, David A. Coffey, Sean M. Willeke, Mikal R. et al.

Source: Engineering Applications of Artificial Intelligence; Jun2025, Vol. 150, pN.PAG-N.PAG, 1p

Constrained optimization based adversarial example generation for transfer attacks in network intrusion detection systems.

Authors: Chalé, Marc Cox, Bruce Weir, Jeffery et al.

Source: Optimization Letters. Dec2024, Vol. 18 Issue 9, p2169-2188. 20p.

Evaluating the Impact of Hospital Efficiency on Wellness in the Military Health System.

Authors: Bastian, Nathaniel D. Hyojung Kang Swenson, Eric R. et al.

Source: Military Medicine. Aug2016, Vol. 181 Issue 8, p827-834. 8p.

Research on Segmentation Method of Greening Landscape of Urban Community Based on Improved U-Net Network.

Authors: Sui, Jing^1,2

Source: Security & Communication Networks; 9/14/2022, p1-9, 9p

Multi-criteria logistics modeling for military humanitarian assistance and disaster relief aerial delivery operations.

Authors: Bastian, Nathaniel Griffin, Paul Spero, Eric et al.

Source: Optimization Letters. Jun2016, Vol. 10 Issue 5, p921-953. 33p.

A maximum expected covering problem for locating and dispatching two classes of military medical evacuation air assets.

Authors: Grannan, Benjamin Bastian, Nathaniel McLay, Laura

Source: Optimization Letters. Dec2015, Vol. 9 Issue 8, p1511-1531. 21p.

Cost-effectiveness of sofosbuvir-based treatments for chronic hepatitis C in the US.

Authors: Sai Zhang Bastian, Nathaniel D. Griffin, Paul M.

Source: BMC Gastroenterology. Aug2015, Vol. 15 Issue 1, p1-9. 9p. 9 Charts, 1 Graph.

AIS-NIDS: An intelligent and self-sustaining network intrusion detection system.

Authors: Farrukh, Yasir Ali Wali, Syed Khan, Irfan et al.

Source: Computers & Security; Sep2024, Vol. 144, pN.PAG-N.PAG, 1p

A topological data analysis approach for detecting data poisoning attacks against machine learning based network intrusion detection systems.

Authors: Monkam, Galamo F. De Lucia, Michael J. Bastian, Nathaniel D.

Source: Computers & Security; Sep2024, Vol. 144, pN.PAG-N.PAG, 1p