期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2019
卷号：7
期号：1
页码：389-396
DOI：10.15680/IJIRCCE.2019. 0701043
出版社：S&S Publications
摘要：The main objective of this system is to detect the compromised machines in a network that are used for
sending spam messages, which are commonly referred to as spam zombies and harmful malwares. As well as to
develop an effective malware/spam zombie detection system named Secured and Portable Optimistic Tool (SPOT).
This system is intended to design a tool which can effectively identify the malware/spam messaged over a network. As
well as this system is used to identify the compromised machines in a network, which are used for sending spam
messages and are commonly referred to as spam zombies and harmful malwares. In this approach a new procedure is
developed, which can act as an effective malware/spam zombie detection system, called Secured and Portable
Optimistic Tool (SPOT). The proposed approach has two major contributions, those are: (a) It is a network-based tool
that does not need to be installed on a device, unlike anti-virus software that can be subverted by malware and (b)
Results demonstrate that the network based tool is capable of accurately detecting a class of malware that does not
generate Wi-Fi network traffic or highly disguises its Wi-Fi network traffic.
关键词：Mobile Malware; Bring Your Own Device (BYOD); Wi;Fi network traffic; malware;
