Study of Class Incremental Learning Strategies for Intrusion Detection System

Author:

Bhurani Parvati,Chouhan Satyendra Singh,Mittal Namita

Publisher

Springer Nature Singapore

Reference19 articles.

1. Cyber attack statistics data and trends kernel description. https://parachute.cloud/2022-cyber-attack-statistics-data-and-trends. Accessed 29 Apr 2022

2. WannaCry ransomware attack kernel description. https://en.wikipedia.org/wiki/WannaCry_ransomware_attack

3. Patgiri, R., Varshney, U., Akutota, T., Kunde, R.: An investigation on intrusion detection system using machine learning. In: 2018 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1684–1691. IEEE (2018)

4. Van de Ven, G.M., Tolias, A.S.: Three scenarios for continual learning. arXiv preprint arXiv:1904.07734 (2019)

5. McCloskey, M., Cohen, N.J.: Catastrophic interference in connectionist networks: the sequential learning problem. In: Psychology of Learning and Motivation, vol. 24, pp. 109–165. Elsevier (1989)

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