A Study On Routing for Secure Adhoc Wireless Network

Abstract

: An ad hoc mobile network is a collection of dynamic nodes and arbitrarily located in such a manner that the interconnections between nodes are capable of changing on a continual basis. The network topology in such a network may keep changing randomly. To provide secure communication within such network, a routing protocol is used to discover routes between nodes. The primary goal of such an ad hoc network routing protocol is correct and efficient route establishment between a pair of nodes so that messages may be delivered in a timely manner. Route construction should be done with a minimum of overhead and bandwidth consumption. In this paper we are examining issues with implementations and giving a way to solutions. Through proposed work we have eliminated the weaknesses of Ad Hoc wireless network mentioned in Dutta et. al. [5]. Also through proposed work, there is a highest level of secure communication.

Performance optimization for Intrusion Detection by Long Short Term Memory (LSTM)

“…This matter has been a focal point of investigation for an extended period. Anomaly and signature detection systems play a critical role in identifying and categorizing malicious activities [10][11][12][13][14][15][16]. In this study, the deep neural network technique is applied for detecting malicious instances, accompanied by a comprehensive range of metrics that assess the performance of the intrusion detection algorithm.…”