Enhancing Host/Network Security using Machine Learning - Couverture souple

Singh, Nikita; Chandra, Nidhi

 
9783639769548: Enhancing Host/Network Security using Machine Learning
Couverture souple
ISBN 10 : 3639769546 ISBN 13 : 9783639769548
Editeur : Scholars' Press, 2015

Synopsis

Research has taken a big leap since 1969 in security and is evolving tremendously in every aspect. Here by every aspect it means security being enhanced by applying various theories from networks, intrusion detection systems, artificial intelligence, mining etc. To strengthen the security more for both hosts as well as network one may apply the machine learning techniques and this book works on the same domain to intensify the host/network security. Researchers have given huge emphasis on security with artificial intelligence and have successfully applied the algorithms to increase the intensity of security. The approach discussed here is inspired by human learning style i.e. both supervised as well as unsupervised. By using supervised learning algorithms system/network security performance can be enhanced. The book will focus on developing a detection and prevention system and to escalate the efficiency of the system it will incorporate the benefits of machine learning algorithms.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Research has taken a big leap since 1969 in security and is evolving tremendously in every aspect. Here by every aspect it means security being enhanced by applying various theories from networks, intrusion detection systems, artificial intelligence, mining etc. To strengthen the security more for both hosts as well as network one may apply the machine learning techniques and this book works on the same domain to intensify the host/network security. Researchers have given huge emphasis on security with artificial intelligence and have successfully applied the algorithms to increase the intensity of security. The approach discussed here is inspired by human learning style i.e. both supervised as well as unsupervised. By using supervised learning algorithms system/network security performance can be enhanced. The book will focus on developing a detection and prevention system and to escalate the efficiency of the system it will incorporate the benefits of machine learning algorithms.

Biographie de l'auteur

Nikita Singh is currently working as a Software Professional in an esteemed IT firm. She completed her M.Tech in Computer Science & Engineering from Amity University, Noida in 2013. She has authored/co-authored multiple papers published in reputed conferences and International journals in host/network security, AI, and cryptography.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Scholars' Press
Date d'édition
2015
Langue
anglais
ISBN 10 
3639769546
ISBN 13 
9783639769548
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
Personne responsable
non disponible