2026-08-19T08:43:20Z https://drops.dagstuhl.de/oai

oai:drops-oai.dagstuhl.de:10580 2024-03-06T10:46:11Z ddc:004 open_access

Automata Learning and Galois Connections (Invited Talk) Vaandrager, Frits Automaton Learning Model Learning Protocol Verification Applications of Automata Learning Galois Connections Automata learning is emerging as an effective technique for obtaining state machine models of software and hardware systems. I will present an overview of recent work in which we used active automata learning to find standard violations and security vulnerabilities in implementations of network protocols such as TCP and SSH. Also, I will discuss applications of automata learning to support refactoring of legacy control software and identifying job patterns in manufacturing systems. As a guiding theme in my presentation, I will show how Galois connections (adjunctions) help us to scale the application of learning algorithms to practical problems. Schloss Dagstuhl – Leibniz-Zentrum für Informatik Frits Vaandrager 2019 Is Part Of LIPIcs, Volume 132, 46th International Colloquium on Automata, Languages, and Programming (ICALP 2019) InProceedings Text doc-type:ResearchArticle publishedVersion application/pdf doi:10.4230/LIPIcs.ICALP.2019.4 urn:nbn:de:0030-drops-105800 https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2019.4 eng https://creativecommons.org/licenses/by/3.0/legalcode