An Efficient and Intelligent Deep Learning Techniques for Detection and Classification of Intrusion Detection System in Class Imbalance Datasets
Suresh Babu, Kunda
An Efficient and Intelligent Deep Learning Techniques for Detection and Classification of Intrusion Detection System in Class Imbalance Datasets / Kunda Suresh Babu - Amaravathi VIT-AP University 2023 - xiii, 104p. ill. ; 30cm
It includes Abstract, Acknowledgement, Table of Contents, List of Figures, List of Tables, List of Terms and Abbreviations, and Chapters etc.
Intrusion Detection System(IDS); deep learning ; attack classification; class imbalance data; IDS datasets;accuracy;Improved Monarchy Butterfly Optimization al gorithm(IMBO); imbalanced generative adversarial network(IGAN);modified conditional generative adversarial network(MCGAN)
006.31 SUR
An Efficient and Intelligent Deep Learning Techniques for Detection and Classification of Intrusion Detection System in Class Imbalance Datasets / Kunda Suresh Babu - Amaravathi VIT-AP University 2023 - xiii, 104p. ill. ; 30cm
It includes Abstract, Acknowledgement, Table of Contents, List of Figures, List of Tables, List of Terms and Abbreviations, and Chapters etc.
Intrusion Detection System(IDS); deep learning ; attack classification; class imbalance data; IDS datasets;accuracy;Improved Monarchy Butterfly Optimization al gorithm(IMBO); imbalanced generative adversarial network(IGAN);modified conditional generative adversarial network(MCGAN)
006.31 SUR