135 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of Texas at San AntonioUS8 papers
- Texas A&M UniversityUS4 papers
- Chongqing University of Posts and TelecommunicationsCN2 papers
- Beijing Academy of Artificial IntelligenceCN1 paper
- Chicago State UniversityUS1 paper
- Colgate UniversityUS1 paper
- Czech Academy of Sciences, Institute of Organic Chemistry and BiochemistryCZ1 paper
- Florida State UniversityUS1 paper
- Georgia Institute of TechnologyUS1 paper
- Harvard UniversityUS1 paper
- Helmholtz-Zentrum Berlin für Materialien und EnergieDE1 paper
- Humboldt-Universität zu BerlinDE1 paper
4 papers · 1 filter
ReGAIN: Retrieval-Grounded AI Framework for Network Traffic Analysis
Shaghayegh Shajarian, Kennedy Marsh, James Benson +2
Modern networks generate vast, heterogeneous traffic that must be continuously analyzed for security and performance. Traditional network traffic analysis systems, whether rule-bas…
GraphFire-X: Physics-Informed Graph Attention Networks and Structural Gradient Boosting for Building-Scale Wildfire Preparedness at the Wildland-Urban Interface
Miguel Esparza, Vamshi Battal, Ali Mostafavi
As wildfires increasingly evolve into urban conflagrations, traditional risk models that treat structures as isolated assets fail to capture the non-linear contagion dynamics chara…
Adversarial Machine Learning in Text Analysis and Generation
Izzat Alsmadi
The research field of adversarial machine learning witnessed a significant interest in the last few years. A machine learner or model is secure if it can deliver main objectives wi…
Physics guided machine learning using simplified theories
Suraj Pawar, Omer San, Burak Aksoylu +2
Recent applications of machine learning, in particular deep learning, motivate the need to address the generalizability of the statistical inference approaches in physical sciences…