Roman Beltiukov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Computer Security

Network Security

Software Artifacts

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Punnal Ismail Khan, Satyandra Guthula, Roman Beltiukov, Roland Schmid, Tobias Bühler, Arpit Gupta, Laurent Vanbever, Walter Willinger
Harnessing Public Code Repositories to Develop Production-Ready ML Artifacts for Networking. ANRW (2024)
Walter Willinger, Arpit Gupta, Roman Beltiukov, Wenbo Guo
A NetAI Manifesto (Part II): Less Hubris, more Humility. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Roman Beltiukov, Wenbo Guo, Arpit Gupta, Walter Willinger
In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems. CCS (2023)
Walter Willinger, Arpit Gupta, Arthur Selle Jacobs, Roman Beltiukov, Ronaldo A. Ferreira, Lisandro Z. Granville
A NetAI Manifesto (Part I): Less Explorimentation, More Science. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Satyandra Guthula, Navya Battula, Roman Beltiukov, Wenbo Guo, Arpit Gupta
netFound: Foundation Model for Network Security. CoRR (2023)
Roman Beltiukov, Wenbo Guo, Arpit Gupta, Walter Willinger
In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems. CoRR (2023)
Roman Beltiukov, Sanjay Chandrasekaran, Arpit Gupta, Walter Willinger
PINOT: Programmable Infrastructure for Networking. ANRW (2023)
Arthur Selle Jacobs, Roman Beltiukov, Walter Willinger, Ronaldo A. Ferreira, Arpit Gupta, Lisandro Z. Granville
AI/ML for Network Security: The Emperor has no Clothes. CCS (2022)
Roman Beltiukov
Optimizing Q-Learning with K-FAC Algorithm. AIST (Supplement) (2019)