Titlebook: Verification, Model Checking, and Abstract Interpretation; 24th International C Cezara Dragoi,Michael Emmi,Jingbo Wang Conference proceedin

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,Solving Constrained Horn Clauses over Algebraic Data Types,ogic involving uninterpreted predicates. Synthesis of interpretations for the predicates, also known as ., is challenging in the presence of Algebraic Data Types (ADTs). Defined inductively, ADTs describe possibly unbounded chunks of data, thus they often require synthesizing recursive invariants. W

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,ARENA: Enhancing Abstract Refinement for Neural Network Verification,s of the networks. However, it remains challenging to balance the trade-off between precision and efficiency in abstract interpretation based verification methods. In this paper, we propose an abstract refinement process that leverages the convex hull techniques to improve the analysis efficiency. S

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0302-9743 AI 2023, which took place in Boston, USA, in January 2023. The 17 full papers presented in this book were carefully reviewed and selected from 34 submissions. The contributions deal with program verification, model checking, abstract interpretation, program synthesis, static analysis, type systems,

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Conference proceedings 2023he contributions deal with program verification, model checking, abstract interpretation, program synthesis, static analysis, type systems, deductive methods, decision procedures, theorem proving, program certification, debugging techniques, program transformation, optimization, and hybrid and cyber-physical systems..