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Titlebook: Structured Object-Oriented Formal Language and Method; 8th International Wo Zhenhua Duan,Shaoying Liu,Fumiko Nagoya Conference proceedings

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0302-9743 lly reviewed and selected from 21 submissions. They are organized in the following topical sections: programming and testing; verification and validation; semantics; and blockchain..978-3-030-13650-5978-3-030-13651-2Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Dataset Diversity for Metamorphic Testing of Machine Learning Software and provides a new way of generating follow-up test inputs. Behavioral oracle monitors changes of certain statistical indicators as training processes proceed and is a basis of metamorphic relations to be checked. The proposed method is illustrated with a case of software testing of neural network programs to classify handwritten numbers.
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Runtime Verification Method for Social Network Security Based on Source Code Instrumentationnd generate the execution trace of the system. The trace is dealt with by the monitor in real-time to check whether the system satisfies or violates the desired property. To illustrate the effectiveness of this method, a case study of an open-source social network system is provided.
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Verification of SysML Activity Diagrams Using Hoare Logic and SOFLer’ need. We also propose a method to dealing with invocation, because invocation is very common in the model-driven development process. In this paper, we describe the principle of TBFV-M and present a case study to demonstrate its feasibility and usability. Finally, we conclude the paper and point out future research directions.
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State-of-the-Art and Future Trends of Blockchain Based on DAG Structuree of the next generation blockchain. Furthermore, two influential applications of DAG blockchain systems: IOTA and Byteball are introduced. Finally, Conclusion and forecast of blockchain are discussed.
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