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

女歌星

folliculitis

Maximal Robust Neural Network Specifications via Oracle-Guided Numerical Optimization,5.1x than prior works. On a two-dimensional dataset, we show that the average diameter of its specifications is 93% of the optimal average diameter, whereas the diameter of prior works’ specifications is only 26%.

追逐

松軟

DOLT

mastoid-bone

,Solving Constrained Horn Clauses over?Algebraic Data Types,tations that are recursion-free at the highest level and have function calls. We have implemented the approach in a new CHC solver called .. Our algorithm relies on an external automated theorem prover to conduct proofs by structural induction, as opposed to a black-box constrained solver. With two

Jacket

,ARENA: Enhancing Abstract Refinement for?Neural Network Verification,series of experiments. These experiments show that ARENA yields significantly better verification precision compared to the existing abstract-refinement-based tool DeepSRGR. It also identifies falsification by detecting adversarial examples, with reasonable execution efficiency. Lastly, it verifies

Hemiparesis

Clumsy

infantile