Publications

Talha Ongun, Jay Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John Platt. Living-Off-The-Land Command Detection Using Active Learning. In Proceedings of the 24th International Symposium on Research in Attacks, Intrusions and Defenses (RAID), 2021.

Talha Ongun, Oliver Spohngellert, Benjamin Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham,, Jack Davidson, and Malathi Veeraraghavan . PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. In Proceedings of the 9th IEEE Conference on Communications and Network Security (IEEE CNS), 2021.

Talha Ongun, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Alastair Nottingham, Jason Hiser, and Jack Davidson. Collaborative Information Sharing for ML-Based Threat Detection. In AI/ML for Cybersecurity Workshop at SIAM International Conference on Data Mining (SDM), 2021.

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

Timothy Sakharov, Benjamin Miller, Talha Ongun and Alina Oprea and Tina Eliassi-Rad. Detecting Self-Propagating Attacks in Cyber Networks. In The International Conference on Network Science (NetSci’19), 2019.

Talha Ongun, Timothy Sakharaov, Simona Boboila, Alina Oprea, and Tina Eliassi-Rad. On Designing Machine Learning Models for Malicious Network Traffic Classification. ArXiv preprint, 2019.

Talha Ongun, Alina Oprea, Cristina Nita-Rotaru, Mihai Christodorescu, Negin Salajegheh. “The House That Knows You: User Authentication Based on IoT Data”. ACM Conference on Computer and Communication Security (CCS) (Poster), 2018.