Novel Framework Based on Genetic Algorithm and Simulated Annealing Algorithm for Optimization of BP Neural Network Applied to Network IDS

Author:

Chiba Zouhair1,Abghour Noreddine1,Moussaid Khalid1,El Omri Amina1,Rida Mohamed1

Affiliation:

1. LIMSAD Labs, Hassan II University of Casablanca, Casablanca, Morocco

Publisher

ACM

Reference16 articles.

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2. SonicWall Enterprise. 2018 SonicWall Annual Threat Report. https://cdn.sonicwall.com/sonicwall.com/media/pdfs/resources/2018-snwl-cyber-threat-report.pdf. SonicWall Enterprise. 2018 SonicWall Annual Threat Report. https://cdn.sonicwall.com/sonicwall.com/media/pdfs/resources/2018-snwl-cyber-threat-report.pdf.

3. Another fuzzy anomaly detection system based on ant clustering algorithm. IEICE Transactions on Fundamentals of Electronics;Aminanto M. E.;Communications and Computer Sciences,2017

4. A Novel Algorithm for Network Anomaly Detection Using Adaptive Machine Learning

5. Belhadj-Aissa N. Guerroumi M. A New Classification Process for Network Anomaly Detection Based on Negative Selection Mechanism. In: Wang G. Ray I. Alcaraz Calero J. Thampi S. (eds.) Security Privacy and Anonymity in Computation Communication and Storage. SpaCCS 2016. Lecture Notes in Computer Science 10067. 238--248. Springer Switzerland Cham (2016). Belhadj-Aissa N. Guerroumi M. A New Classification Process for Network Anomaly Detection Based on Negative Selection Mechanism. In: Wang G. Ray I. Alcaraz Calero J. Thampi S. (eds.) Security Privacy and Anonymity in Computation Communication and Storage. SpaCCS 2016. Lecture Notes in Computer Science 10067. 238--248. Springer Switzerland Cham (2016).

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1. Improving Performance of IDS by using Feature Selection with IG-R;2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC);2021-11-11

2. An effective NIDS framework based on a comprehensive survey of feature optimization and classification techniques;Neural Computing and Applications;2021-05-22

3. Sound Quality Estimation of Electric Vehicles Based on GA-BP Artificial Neural Networks;Applied Sciences;2020-08-11

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