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Roman Beltiukov
Roman Beltiukov
PhD at UCSB
Verificeret mail på ucsb.edu - Startside
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Ai/ml for network security: The emperor has no clothes
AS Jacobs, R Beltiukov, W Willinger, RA Ferreira, A Gupta, LZ Granville
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications …, 2022
372022
Optimizing Q-learning with K-FAC algorithm
R Beltiukov
Analysis of Images, Social Networks and Texts: 8th International Conference …, 2020
42020
In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems
R Beltiukov, W Guo, A Gupta, W Willinger
CCS '23: Proceedings of the 2023 ACM SIGSAC Conference on Computer and …, 2023
32023
netFound: Foundation Model for Network Security
S Guthula, N Battula, R Beltiukov, W Guo, A Gupta
arXiv preprint arXiv:2310.17025, 2023
32023
A NetAI Manifesto (Part I): Less Explorimentation, More Science
W Willinger, A Gupta, AS Jacobs, R Beltiukov, RA Ferreira, L Granville
ACM SIGMETRICS Performance Evaluation Review 51 (2), 106-108, 2023
22023
Pinot: Programmable infrastructure for networking
R Beltiukov, S Chandrasekaran, A Gupta, W Willinger
Proceedings of the Applied Networking Research Workshop, 51-53, 2023
22023
A NetAI Manifesto (Part II): Less Hubris, more Humility
W Willinger, A Gupta, R Beltiukov, W Guo
ACM SIGMETRICS Performance Evaluation Review 51 (2), 109-111, 2023
12023
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