Optimized Deep Learning for Network Intrusion Detection - Softcover

Deore, Bhushan

 
9786208440213: Optimized Deep Learning for Network Intrusion Detection
Softcover
ISBN 10: 6208440211 ISBN 13: 9786208440213
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

This book targets young researchers exploring advanced network security techniques to counter evolving cyber threats. It presents innovative methods, including RNN-based cyber-attack detection and IDS with feature reduction. Additionally, it introduces optimization-driven deep learning models like DASO-Deep RNN, ADASO-Deep RNN, and Opt RCNN-LSTM for precise intrusion detection, ensuring high accuracy, sensitivity, and specificity.

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Über die Autorin bzw. den Autor

Dr. Bhushan S. Deore is currently working as an Assistant Professor in the Department of Electronics and Communication at Ramrao Adik Institute of Technology, D. Y. Patil deemed to be university, Navi Mumbai, India. He completed his Ph.D. in electrical engineering (Network Security) from VJTI, Mumbai.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208440211
ISBN 13 
9786208440213
Einband
Taschenbuch
Anzahl der Seiten
208
Kontakt zum Hersteller
Presses Academiques Francophones
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland