Christopher Brix, Mark Niklas Müller, Stanley Bak, Taylor T. Johnson, Changliu Liu
{"title":"First three years of the international verification of neural networks competition (VNN-COMP)","authors":"Christopher Brix, Mark Niklas Müller, Stanley Bak, Taylor T. Johnson, Changliu Liu","doi":"10.1007/s10009-023-00703-4","DOIUrl":"https://doi.org/10.1007/s10009-023-00703-4","url":null,"abstract":"Abstract This paper presents a summary and meta-analysis of the first three iterations of the annual International Verification of Neural Networks Competition (VNN-COMP), held in 2020, 2021, and 2022. In the VNN-COMP, participants submit software tools that analyze whether given neural networks satisfy specifications describing their input-output behavior. These neural networks and specifications cover a variety of problem classes and tasks, corresponding to safety and robustness properties in image classification, neural control, reinforcement learning, and autonomous systems. We summarize the key processes, rules, and results, present trends observed over the last three years, and provide an outlook into possible future developments.","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"168 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135478364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gerrit Nolte, Maximilian Schlüter, Alnis Murtovi, Bernhard Steffen
{"title":"The power of typed affine decision structures: a case study","authors":"Gerrit Nolte, Maximilian Schlüter, Alnis Murtovi, Bernhard Steffen","doi":"10.1007/s10009-023-00701-6","DOIUrl":"https://doi.org/10.1007/s10009-023-00701-6","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"201 1","pages":"355 - 374"},"PeriodicalIF":1.5,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73756268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rosa Abbasi, Jonas Schiffl, Eva Darulova, Mattias Ulbrich, Wolfgang Ahrendt
{"title":"Combining rule- and SMT-based reasoning for verifying floating-point Java programs in KeY","authors":"Rosa Abbasi, Jonas Schiffl, Eva Darulova, Mattias Ulbrich, Wolfgang Ahrendt","doi":"10.1007/s10009-022-00691-x","DOIUrl":"https://doi.org/10.1007/s10009-022-00691-x","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"11 1","pages":"185 - 204"},"PeriodicalIF":1.5,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87703099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yong Kiam Tan, Marijn J. H. Heule, Magnus O. Myreen
{"title":"Verified Propagation Redundancy and Compositional UNSAT Checking in CakeML","authors":"Yong Kiam Tan, Marijn J. H. Heule, Magnus O. Myreen","doi":"10.1007/s10009-022-00690-y","DOIUrl":"https://doi.org/10.1007/s10009-022-00690-y","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"66 1","pages":"167 - 184"},"PeriodicalIF":1.5,"publicationDate":"2023-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72858624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Tools and algorithms for the construction and analysis of systems: a special issue on tool papers for TACAS 2021","authors":"P. G. Jensen, Thomas Neele","doi":"10.1007/s10009-023-00699-x","DOIUrl":"https://doi.org/10.1007/s10009-023-00699-x","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"6 1","pages":"129 - 131"},"PeriodicalIF":1.5,"publicationDate":"2023-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85171473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Introduction to the special issue for SPIN 2021","authors":"A. Laarman, A. Sokolova","doi":"10.1007/s10009-023-00698-y","DOIUrl":"https://doi.org/10.1007/s10009-023-00698-y","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"34 1","pages":"75 - 76"},"PeriodicalIF":1.5,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86011893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sebastian Biewer, B. Finkbeiner, H. Hermanns, Maximilian A. Köhl, Yannik Schnitzer, Maximilian Schwenger
{"title":"On the road with RTLola","authors":"Sebastian Biewer, B. Finkbeiner, H. Hermanns, Maximilian A. Köhl, Yannik Schnitzer, Maximilian Schwenger","doi":"10.1007/s10009-022-00689-5","DOIUrl":"https://doi.org/10.1007/s10009-022-00689-5","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"78 1","pages":"205 - 218"},"PeriodicalIF":1.5,"publicationDate":"2023-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76059770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An evaluation of approaches to model checking real-time task schedulability analysis","authors":"Madoda Nxumalo, Nils Timm, S. Gruner","doi":"10.1007/s10009-022-00693-9","DOIUrl":"https://doi.org/10.1007/s10009-022-00693-9","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"270 1","pages":"1-14"},"PeriodicalIF":1.5,"publicationDate":"2023-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90381511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Improving AMulet2 for verifying multiplier circuits using SAT solving and computer algebra","authors":"Daniela Kaufmann, Armin Biere","doi":"10.1007/s10009-022-00688-6","DOIUrl":"https://doi.org/10.1007/s10009-022-00688-6","url":null,"abstract":"","PeriodicalId":14395,"journal":{"name":"International Journal on Software Tools for Technology Transfer","volume":"84 1","pages":"1-12"},"PeriodicalIF":1.5,"publicationDate":"2023-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83829368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}