Publications

1. In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems
   Roman Beltiukov, Wenbo Guo, Arpit Gupta, Walter Willinger
   Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS ’23) (Nov 2023)
   Project Website
2. netFound: Foundation Model for Network Security
   Satyandra Guthula, Navya Battula, Roman Beltiukov, Wenbo Guo, Arpit Gupta
   ArXiv (Oct 2023)
3. PINOT: Programmable Infrastructure for Networking
   Roman Beltiukov, Sanjay Chandrasekaran, Arpit Gupta, Walter Willinger
   ANRW 23: Proceedings of the Applied Networking Research Workshop (Jul 2023)
   Project Website
4. AI/ML and Network Security: The Emperor has no Clothes
   A. S. Jacobs, R. Beltiukov, W. Willinger, R. A. Ferreira, A. Gupta, L. Z. Granville
   CCS '22: Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security (Nov 2022)
   Project Website
5. Optimizing Q-learning with K-FAC Algorithm
   Roman Beltiukov
   Analysis of Images, Social networks and Texts (Dec 2019)