The Study of a Risk Assessment System based on PageRank,ERICDATA高等教育知識庫
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篇名
The Study of a Risk Assessment System based on PageRank
並列篇名
The Study of a Risk Assessment System based on PageRank
作者 Cheng-Chung KuoChia-Ling HouChu-Sing Yang
英文摘要
In recent years, network technology has developed rapidly. However, the Internet has been subject to a variety of attacks. Several notable attack events have been reported, such as those involving the use of flooding flows on widely used message boards, installation of malware in an automated teller machine to steal more than 80 million, and use of WannaCry to encrypt users’ files and request for ransoms. The majority of the attacks cannot be defended using single methods. Network-based intrusion detection systems (NIDSs) and host-based IDSs (HIDSs) can determine whether a system has been attacked. A NIDS alone cannot detect web-based attacks or system vulnerabilities. Thus, this paper proposes a risk assessment system (RAS) that integrates a NIDS and HIDS to detect suspicious behaviors and assess the risk value of Internet protocols (IPs). The RAS focuses on the analysis of attack or suspicious behaviors using the NIDS and HIDS. Furthermore, the system quantizes the influence of attackers in suspicious events by using PageRank. Finally, the RAS derives the risk value of every IP to warn users of an attack and protect hosts or devices from the attacks.
起訖頁 2255-2264
關鍵詞 Suspicious behaviorPageRankRisk assessment
刊名 網際網路技術學刊  
期數 201912 (20:7期)
出版單位 台灣學術網路管理委員會
DOI 10.3966/160792642019122007022   複製DOI
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