Radoslav Ivanov, James Weimer, O. Sokolsky, Insup Lee
{"title":"演示","authors":"Radoslav Ivanov, James Weimer, O. Sokolsky, Insup Lee","doi":"10.1145/3313151.3313164","DOIUrl":null,"url":null,"abstract":"This abstract presents Verisig, a scalable tool for verifying safety properties of closed-loop systems with neural network (NN) controllers. Verisig transforms the NN into an equivalent hybrid system and composes this hybrid system with the plant's. This abstract describes this transformation and outlines the tool's building blocks.","PeriodicalId":114532,"journal":{"name":"Proceedings of the Workshop on Design Automation for CPS and IoT - DESTION '19","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Demo\",\"authors\":\"Radoslav Ivanov, James Weimer, O. Sokolsky, Insup Lee\",\"doi\":\"10.1145/3313151.3313164\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This abstract presents Verisig, a scalable tool for verifying safety properties of closed-loop systems with neural network (NN) controllers. Verisig transforms the NN into an equivalent hybrid system and composes this hybrid system with the plant's. This abstract describes this transformation and outlines the tool's building blocks.\",\"PeriodicalId\":114532,\"journal\":{\"name\":\"Proceedings of the Workshop on Design Automation for CPS and IoT - DESTION '19\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Workshop on Design Automation for CPS and IoT - DESTION '19\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3313151.3313164\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Workshop on Design Automation for CPS and IoT - DESTION '19","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3313151.3313164","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
This abstract presents Verisig, a scalable tool for verifying safety properties of closed-loop systems with neural network (NN) controllers. Verisig transforms the NN into an equivalent hybrid system and composes this hybrid system with the plant's. This abstract describes this transformation and outlines the tool's building blocks.