Talha Ongun

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

User Authentication

Network Traffic

Active Learning

Malware Detection

Top Venues

Publications

Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Jack W. Davidson
CELEST: Federated Learning for Globally Coordinated Threat Detection. CoRR (2022)
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
Living-Off-The-Land Command Detection Using Active Learning. RAID (2021)
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
Living-Off-The-Land Command Detection Using Active Learning. CoRR (2021)
Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CoRR (2021)
Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Alastair Nottingham, Jason Hiser, Jack W. Davidson
Collaborative Information Sharing for ML-Based Threat Detection. CoRR (2021)
Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CNS (2021)
Talha Ongun, Oliver Spohngellert, Alina Oprea, Cristina Nita-Rotaru, Mihai Christodorescu, Negin Salajegheh
The House That Knows You: User Authentication Based on IoT Data. CoRR (2019)
Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, Tina Eliassi-Rad
On Designing Machine Learning Models for Malicious Network Traffic Classification. CoRR (2019)
Talha Ongun, Alina Oprea, Cristina Nita-Rotaru, Mihai Christodorescu, Negin Salajegheh
The House That Knows You: User Authentication Based on IoT Data. CCS (2018)