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Titlebook: Information Science and Applications; Proceedings of ICISA Hyuncheol Kim,Kuinam J. Kim,Suhyun Park Conference proceedings 2021 The Editor(s

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Predictive Analytics Service for Security of Blockchain and Peer-to-Peer Payment Solutions,lose to 100% accuracy. We have implemented a service prototype as a proof of concept. The prediction is done based on the collected data of the blockchain and peer-to-peer payment nodes. For the evaluation of the algorithms, a set of highly reputable classification metrics has been selected and applied.
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Analysing the Adversarial Landscape of Binary Stochastic Networks,ic ones, when performing surrogate-based black-box attacks. In order to further boost adversarial success rates, we propose in a second step the novel Variance Mimicking (VM) surrogate training, and validate its improved performance.
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A Definition of Covering Based Decision Table and Its Sample Applications,lications of the covering based decision table in collaborative filtering that corresponds to the classification in the traditional decision table, and in constraint based association rule mining to indicate this covering decision table concept has a potential application.
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Multi-source Log Clustering in Distributed Systems,ther log analysis procedures on distributed systems have not seen much research. To this end, we propose a simple and generic method of clustering log statements from separate log files to perform future log analysis. We identify variable components of log statements and find matches of these variab
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