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From ISLAB/CAISR
Transfer Learning for Network Security
Keywords Transfer Learning, Domain Adaptation, Traffic Classification, Intrusion Detection  +
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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