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 Intrusion Detection with Artificial Neural Networks. Anomaly based Intrusion Detection using Backpropagation Neural Networks
Наименование:

Intrusion Detection with Artificial Neural Networks. Anomaly based Intrusion Detection using Backpropagation Neural Networks

автор Moazzam H. издательство Книга по Требованию Локальные и корпоративные сети
Cтраниц 72        мягкая обложка       
Аннотация:The purpose of this book is to design, implement and evaluate an anomaly based network intrusion detection system. The System learns about the normal users' behavior and finds the anomalies by matching with this normal behavior. A special type of neural network called backpropagation neural network is used for learning normal users' behavior. The network traffic that only contains information of normal users is presented with the neural network for learning about the normal users' behavior. The system performance has been tested by using a simulated computer network. The neural network is trained with huge,not so huge and small amount of data. The detection capability of the system has been tested with huge and small amount of data. It is seen from the performance analysis that the system performs well when trained with small amount of data. An overall detection rate of 98% has been achieved for both known and unknown attacks. Moreover, the system can detect 100% normal user. Intrusion detection system is a detection mechanism that detects unauthorized, malicious presents in the computer systems.
Автор: Moazzam H.
Издательство: Книга по Требованию
Год:2009
Цена:
1996 руб
Нет в наличии
Поиск: Intrusion Detection with Artificial Neural Networks. Anomaly based Intrusion Detection using Backpropagation Neural Networks
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
Ортомолекулярная медицина Orthomol Устрание причин заболеваний. Ортомоль это новый метод для лечения и профилактики болезней. Orthomol - ортомолекулярная медицина.
Высшее образование в Германии

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