Botnets have become a serious threat to Internet and are often deployed to control a large pool of zombies and perform notorious activities such as DDoS, information theft and spam sending. In this paper, a new method is developed for detecting IRC botnets by analyzing the characteristic of packet size sequence of the TCP conversation between IRC zombies and their command and control (C&C) servers. In comparison with IRC chat, the TCP conversations within IRC botnets show a nature of approximate periodicity defined as quasi-periodicity in this paper.A simple yet effective detection method is presented to detect IRC botnets by measuring the quasi-periodicity degree and packet average size of IRC conversations based on ukkonen algorithm. We evaluated our method using real-world IRC botnet traces captured from honeynet. The results show that our method can detect real-world IRC botnets from IRC traffic with high accuracy and has a low false positive rate.
Molten salt reactor (MSR) as one candidate of the Generation IV advanced nuclear power systems is attracted more attention in China due to its top ranked fuel cycle and thorium utilization. The MSRs are characterized by using liquid-fuel, which offers complicated coupling problem of neutronics and thermal hydraulics. In this paper, the fundamental model and numerical method are established to calculate and analyze the safety characteristics for liquid-fuel MSRs. The theories and methodologies are applied to the MOSART concept. The liquid-fuel flow effects on neutronics, reactivity coefficients and three operation parameters' influences at steady state are obtained, which provide the basic information for safety analysis. The unprotected loss of flow transient is calculated, the results of which shows the inherent safety characteristics of MOSART due to its strong negative reactivity feedbacks.
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