Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data

Author:

Leon Miguel1ORCID,Markovic Tijana1ORCID,Punnekkat Sasikumar1ORCID

Affiliation:

1. Malardalen University, Vasteras, Sweden

Funder

ecsel JU

Ecsel EU

Publisher

ACM

Reference24 articles.

1. Deep Learning Approach Combining Sparse Autoencoder With SVM for Network Intrusion Detection

2. S Balakrishnama and A Ganapathiraju. 1998. Linear Discriminant Analisys - a brief tutorial. Institute for signal and information processing 18 (1998) 1--8. S Balakrishnama and A Ganapathiraju. 1998. Linear Discriminant Analisys - a brief tutorial. Institute for signal and information processing 18 (1998) 1--8.

3. Deep Neural Network Architecture for Anomaly Based Intrusion Detection System

4. T.M. Cover and P. Hart. 1967. Nearest neighbor pattern classification. IEEE transactions on information theory 13 1 (1967) 21--27. T.M. Cover and P. Hart. 1967. Nearest neighbor pattern classification. IEEE transactions on information theory 13 1 (1967) 21--27.

5. Kalyanmoy Deb , Amrit Pratap , Sameer Agarwal , and TAMT Meyarivan . 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II . IEEE transactions on evolutionary computation 6, 2 ( 2002 ), 182--197. Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, and TAMT Meyarivan. 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE transactions on evolutionary computation 6, 2 (2002), 182--197.

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