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        A Global-Local Approach for Estimating the Internet's Threat Level

        Kollias, Spyridon,Vlachos, Vasileios,Papanikolaou, Alexandros,Chatzimisios, Periklis,Ilioudis, Christos,Metaxiotis, Kostas The Korea Institute of Information and Commucation 2014 Journal of communications and networks Vol.16 No.4

        The Internet is a highly distributed and complex system consisting of billion devices and has become the field of various kinds of conflicts during the last two decades. As a matter of fact, various actors utilise the Internet for illicit purposes, such as for performing distributed denial of service attacks (DDoS) and for spreading various types of aggressive malware. Despite the fact that numerous services provide information regarding the threat level of the Internet, they are mostly based on information acquired by their sensors or on offline statistical sampling of various security applications (antivirus software, intrusion detection systems, etc.). This paper introduces proactive threat observatory system (PROTOS), an open-source early warning system that does not require a commercial license and is capable of estimating the threat level across the Internet. The proposed system utilises both a global and a local approach, and is thus able to determine whether a specific host is under an imminent threat, as well as to provide an estimation of the malicious activity across the Internet. Apart from these obvious advantages, PROTOS supports a large-scale installation and can be extended even further to improve the effectiveness by incorporating prediction and forecasting techniques.

      • KCI등재

        A Global--Local Approach for Estimating the Internet's Threat Level

        Spyridon Kollias,Vasileios Vlachos,Alexandros Papanikolaou,Periklis Chatzimisios,Christos Ilioudis,Kostas Metaxiotis 한국통신학회 2014 Journal of communications and networks Vol.16 No.4

        The Internet is a highly distributed and complex systemconsisting of billion devices and has become the field of variouskinds of conflicts during the last two decades. As a matter offact, various actors utilise the Internet for illicit purposes, such asfor performing distributed denial of service attacks (DDoS) and forspreading various types of aggressive malware. Despite the fact thatnumerous services provide information regarding the threat levelof the Internet, they are mostly based on information acquired bytheir sensors or on offline statistical sampling of various securityapplications (antivirus software, intrusion detection systems, etc.). This paper introduces proactive threat observatory system (PROTOS),an open-source early warning system that does not requirea commercial license and is capable of estimating the threat levelacross the Internet. The proposed system utilises both a global anda local approach, and is thus able to determine whether a specifichost is under an imminent threat, as well as to provide an estimationof the malicious activity across the Internet. Apart from theseobvious advantages, PROTOS supports a large-scale installationand can be extended even further to improve the effectiveness byincorporating prediction and forecasting techniques.

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