Intelligent Feature Engineering for Cybersecurity. - Paul Maxwell; Elie Alhajjar; Nathaniel D. Bastian (IEEE BigData, 2019)

Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. - Ahmet Demirkaya; Tales Imbiriba; Kyle Lockwood; Sumientra Rampersad; Elie Alhajjar; Giovanna Guidoboni; Zachary Danziger; Deniz Erdogmus (EMBC, 2021)

Adversarial machine learning in Network Intrusion Detection Systems. - Elie Alhajjar; Paul Maxwell; Nathaniel D. Bastian (Expert Syst. Appl., 2021)

AI Ethics: Assessing and Correcting Conversational Bias in Machine-Learning based Chatbots. - Elie Alhajjar; Taylor Bradley (ICWSM Workshops, 2022)

A Historical Perspective on International Treaties via Hypernetwork Science. - Elie Alhajjar; Ross Friar (NetSci-X, 2022)

Survival analysis for insider threat. - Elie Alhajjar; Taylor Bradley (Comput. Math. Organ. Theory, 2022)

Novelty Detection in Network Traffic: Using Survival Analysis for Feature Identification. - Taylor Bradley; Elie Alhajjar; Nathaniel D. Bastian (ICAA, 2023)

Autonomic Cyber Security Enhanced with Survival Analysis (ACSeSA). - Taylor Bradley; Lanier Watkins; Elie Alhajjar (LCN, 2023)

A Machine Learning Pressure Emulator for Hydrogen Embrittlement. - Minh Triet Chau; João Lucas de Sousa Almeida; Elie Alhajjar; Alberto Costa Nogueira Junior (CoRR, 2023)

Dynamic Insights into Lower Urinary Tract Function: Exploring Intraindividual and Interindividual Variability through Personalized Mathematical Modeling. - Mohamed Zaid; Caleb Hendrick; Elie Alhajjar; John Yin; Zachary C. Danziger; Giovanna Guidoboni (EMBC, 2024)

Introducing v0.5 of the AI Safety Benchmark from MLCommons. - Bertie Vidgen; Adarsh Agrawal; Ahmed M. Ahmed 004; Victor Akinwande; Namir Al-Nuaimi; Najla Alfaraj; Elie Alhajjar; Lora Aroyo; Trupti Bavalatti; Borhane Blili-Hamelin; Kurt D. Bollacker; Rishi Bomassani; et al. (CoRR, 2024)

On locally finite ordered rooted trees and their rooted subtrees. - Geir Agnarsson; Elie Alhajjar; Aleyah Dawkins (Discret. Appl. Math., 2025)

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons. - Shaona Ghosh; Heather Frase; Adina Williams; Sarah Luger; Paul Röttger; Fazl Barez; Sean McGregor; Kenneth Fricklas; Mala Kumar; Quentin Feuillade-Montixi; Kurt Bollacker; Felix Friedrich; et al. (CoRR, 2025)

A Hybrid ODE-NN Framework for Modeling Incomplete Physiological Systems. - Ahmet Demirkaya; Kyle Lockwood; Georgios Stratis; Tales Imbiriba; Iulian Ilies; Sumientra Rampersad; Elie Alhajjar; Giovanna Guidoboni; Zachary C. Danziger; Deniz Erdogmus (IEEE Trans. Biomed. Eng., 2025)