The House That Knows You: User Authentication Based on IoT Data. - Talha Ongun; Alina Oprea; Cristina Nita-Rotaru; Mihai Christodorescu; Negin Salajegheh (CCS, 2018)

On Designing Machine Learning Models for Malicious Network Traffic Classification. - Talha Ongun; Timothy Sakharaov; Simona Boboila; Alina Oprea; Tina Eliassi-Rad (CoRR, 2019)

The House That Knows You: User Authentication Based on IoT Data. - Talha Ongun; Oliver Spohngellert; Alina Oprea; Cristina Nita-Rotaru; Mihai Christodorescu; Negin Salajegheh (CoRR, 2019)

PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. - Talha Ongun; Oliver Spohngellert; Benjamin A. Miller; Simona Boboila; Alina Oprea; Tina Eliassi-Rad; Jason Hiser; Alastair Nottingham; Jack W. Davidson; Malathi Veeraraghavan (CNS, 2021)

Living-Off-The-Land Command Detection Using Active Learning. - Talha Ongun; Jack W. Stokes; Jonathan Bar Or; Ke Tian; Farid Tajaddodianfar; Joshua Neil; Christian Seifert; Alina Oprea; John C. Platt (RAID, 2021)

Collaborative Information Sharing for ML-Based Threat Detection. - Talha Ongun; Simona Boboila; Alina Oprea; Tina Eliassi-Rad; Alastair Nottingham; Jason Hiser; Jack W. Davidson (CoRR, 2021)

CELEST: Federated Learning for Globally Coordinated Threat Detection. - Talha Ongun; Simona Boboila; Alina Oprea; Tina Eliassi-Rad; Jason Hiser; Jack W. Davidson (CoRR, 2022)