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Transfer Learning for Network Security |
Keywords | Transfer Learning, Domain Adaptation, Traffic Classification, Intrusion Detection + |
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Level | Master + |
OneLineSummary | Study of Transfer Learning techniques in Network Security applications- Network Traffic Classification and Intrusion Detection + |
References | Li D, Yuan Q, Li T, Chen S, Yang J. Cross- … Li D, Yuan Q, Li T, Chen S, Yang J. Cross-domain Network Traffic Classification Using Unsupervised Domain Adaptation. In2020 International Conference on Information Networking (ICOIN) 2020 Jan 7 (pp. 245-250). IEEE. Sun G, Liang L, Chen T, Xiao F, Lang F. Network traffic classification based on transfer learning. Computers & electrical engineering. 2018 Jul 1;69:920-7. Taghiyarrenani Z, Fanian A, Mahdavi E, Mirzaei A, Farsi H. Transfer learning based intrusion detection. In2018 8th International Conference on Computer and Knowledge Engineering (ICCKE) 2018 Oct 25 (pp. 92-97). IEEE.ing (ICCKE) 2018 Oct 25 (pp. 92-97). IEEE. |
StudentProjectStatus | Open + |
Supervisors | Sławomir Nowaczyk + , Zahra Taghiyarrenani + |
TimeFrame | Fall 2023 + |
Title | Transfer Learning for Network Security + |
Categories | StudentProject + |
Modification dateThis property is a special property in this wiki. | 30 August 2023 07:02:37 + |
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